| All you need is a good init | Dmytro Mishkin et al. | 2015-11-19 |
| All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation | Di Xie et al. | 2017-03-06 |
| Attention Is All You Need | Ashish Vaswani et al. | 2017-06-12 |
| CNN Is All You Need | Qiming Chen et al. | 2017-12-27 |
| Diversity is All You Need: Learning Skills without a Reward Function | Benjamin Eysenbach et al. | 2018-02-16 |
| MemGEN: Memory is All You Need | Sylvain Gelly et al. | 2018-03-29 |
| Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need! | Steffen Eger et al. | 2018-07-24 |
| All You Need is "Love": Evading Hate-speech Detection | Tommi Gröndahl et al. | 2018-08-28 |
| Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes | Bo Li et al. | 2018-11-22 |
| Depthwise Convolution is All You Need for Learning Multiple Visual Domains | Yunhui Guo et al. | 2019-02-03 |
| CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model | Florian Mai et al. | 2019-02-18 |
| All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification | Weijie Chen et al. | 2019-03-13 |
| ThumbNet: One Thumbnail Image Contains All You Need for Recognition | Chen Zhao et al. | 2019-04-10 |
| Focus Is All You Need: Loss Functions For Event-based Vision | Guillermo Gallego et al. | 2019-04-15 |
| Segmentation is All You Need | Zehua Cheng et al. | 2019-04-30 |
| Mixed Precision DNNs: All you need is a good parametrization | Stefan Uhlich et al. | 2019-05-27 |
| Attention Is (not) All You Need for Commonsense Reasoning | Tassilo Klein et al. | 2019-05-31 |
| Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers | Manjot Bilkhu et al. | 2019-06-06 |
| One Epoch Is All You Need | Aran Komatsuzaki | 2019-06-16 |
| All You Need is Ratings: A Clustering Approach to Synthetic Rating Datasets Generation | Diego Monti et al. | 2019-09-02 |
| Is Fast Adaptation All You Need? | Khurram Javed et al. | 2019-10-03 |
| Attention Is All You Need for Chinese Word Segmentation | Sufeng Duan et al. | 2019-10-31 |
| Fast Transformer Decoding: One Write-Head is All You Need | Noam Shazeer | 2019-11-06 |
| All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting | Hao Wang et al. | 2019-11-21 |
| Breaking the cycle -- Colleagues are all you need | Ori Nizan et al. | 2019-11-24 |
| ASR is all you need: cross-modal distillation for lip reading | Triantafyllos Afouras et al. | 2019-11-28 |
| Prioritized Unit Propagation with Periodic Resetting is (Almost) All You Need for Random SAT Solving | Xujie Si et al. | 2019-12-04 |
| 15 Keypoints Is All You Need | Michael Snower et al. | 2019-12-05 |
| All You Need Is Low (Rank): Defending Against Adversarial Attacks on Graphs | Negin Entezari et al. | 2020-01-22 |
| Proving the Lottery Ticket Hypothesis: Pruning is All You Need | Eran Malach et al. | 2020-02-03 |
| ReZero is All You Need: Fast Convergence at Large Depth | Thomas Bachlechner et al. | 2020-03-10 |
| Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need? | Yonglong Tian et al. | 2020-03-25 |
| All you need is a second look: Towards Tighter Arbitrary shape text detection | Meng Cao et al. | 2020-04-26 |
| Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels | Ilya Kostrikov et al. | 2020-04-28 |
| Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning | Alexandre Tamborrino et al. | 2020-04-29 |
| Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation | Bryan Eikema et al. | 2020-05-20 |
| DeeperGCN: All You Need to Train Deeper GCNs | Guohao Li et al. | 2020-06-13 |
| Logarithmic Pruning is All You Need | Laurent Orseau et al. | 2020-06-22 |
| Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning | Lionel Blondé et al. | 2020-06-28 |
| Data Movement Is All You Need: A Case Study on Optimizing Transformers | Andrei Ivanov et al. | 2020-06-30 |
| Hopfield Networks is All You Need | Hubert Ramsauer et al. | 2020-07-16 |
| A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild | K R Prajwal et al. | 2020-08-23 |
| Against Membership Inference Attack: Pruning is All You Need | Yijue Wang et al. | 2020-08-28 |
| All You Need Is CONSTRUCT | Dominique Duval et al. | 2020-10-02 |
| Transcription Is All You Need: Learning to Separate Musical Mixtures with Score as Supervision | Yun-Ning Hung et al. | 2020-10-22 |
| Attention is All You Need in Speech Separation | Cem Subakan et al. | 2020-10-25 |
| One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RL | Saurabh Kumar et al. | 2020-10-27 |
| Language Model is All You Need: Natural Language Understanding as Question Answering | Mahdi Namazifar et al. | 2020-11-05 |
| A Broad Dataset is All You Need for One-Shot Object Detection | Claudio Michaelis et al. | 2020-11-09 |
| Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge? | Christian Schroeder de Witt et al. | 2020-11-18 |
| MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing | Yuhang Li et al. | 2020-11-19 |
| A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning | Xinyi Xu et al. | 2020-11-20 |
| All You Need is a Good Functional Prior for Bayesian Deep Learning | Ba-Hien Tran et al. | 2020-11-25 |
| RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation | Nan Tang et al. | 2020-12-04 |
| Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? | Malik Boudiaf et al. | 2020-12-11 |
| Evolution Is All You Need: Phylogenetic Augmentation for Contrastive Learning | Amy X. Lu et al. | 2020-12-25 |
| A Simple Fine-tuning Is All You Need: Towards Robust Deep Learning Via Adversarial Fine-tuning | Ahmadreza Jeddi et al. | 2020-12-25 |
| Is Space-Time Attention All You Need for Video Understanding? | Gedas Bertasius et al. | 2021-02-09 |
| All You Need is DAG | Idit Keidar et al. | 2021-02-16 |
| Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding | Jing Zhu et al. | 2021-02-26 |
| Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth | Yihe Dong et al. | 2021-03-05 |
| GAN Vocoder: Multi-Resolution Discriminator Is All You Need | Jaeseong You et al. | 2021-03-09 |
| Partial Differential Equations is All You Need for Generating Neural Architectures -- A Theory for Physical Artificial Intelligence Systems | Ping Guo et al. | 2021-03-10 |
| More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval | Ayan Kumar Bhunia et al. | 2021-03-25 |
| Categorical Representation Learning: Morphism is All You Need | Artan Sheshmani et al. | 2021-03-26 |
| Not All Attention Is All You Need | Hongqiu Wu et al. | 2021-04-10 |
| Spatiotemporal Entropy Model is All You Need for Learned Video Compression | Zhenhong Sun et al. | 2021-04-13 |
| All you need are a few pixels: semantic segmentation with PixelPick | Gyungin Shin et al. | 2021-04-13 |
| Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches | Dmitry Kazhdan et al. | 2021-04-14 |
| Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation | Mozhdeh Gheini et al. | 2021-04-18 |
| Looking at CTR Prediction Again: Is Attention All You Need? | Yuan Cheng et al. | 2021-05-12 |
| It^oTTS and It^oWave: Linear Stochastic Differential Equation Is All You Need For Audio Generation | Shoule Wu et al. | 2021-05-17 |
| Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms | Xiaocheng Tang et al. | 2021-05-18 |
| Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction | Quzhe Huang et al. | 2021-06-03 |
| Self-Supervision is All You Need for Solving Rubik's Cube | Kyo Takano | 2021-06-06 |
| Tabular Data: Deep Learning is Not All You Need | Ravid Shwartz-Ziv et al. | 2021-06-06 |
| Pretrained Encoders are All You Need | Mina Khan et al. | 2021-06-09 |
| Transductive Few-Shot Learning: Clustering is All You Need? | Imtiaz Masud Ziko et al. | 2021-06-16 |
| Clinically relevant pretraining is all you need | Oliver J. Bear Don't Walk IV et al. | 2021-06-21 |
| All You Need is a Second Look: Towards Arbitrary-Shaped Text Detection | Meng Cao et al. | 2021-06-24 |
| Mutation is all you need | Lennart Schneider et al. | 2021-07-04 |
| Hoechst Is All You Need: Lymphocyte Classification with Deep Learning | Jessica Cooper et al. | 2021-07-09 |
| A Configurable Multilingual Model is All You Need to Recognize All Languages | Long Zhou et al. | 2021-07-13 |
| Per-Pixel Classification is Not All You Need for Semantic Segmentation | Bowen Cheng et al. | 2021-07-13 |
| DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors | Enrico Tabanelli et al. | 2021-07-16 |
| Is attention to bounding boxes all you need for pedestrian action prediction? | Lina Achaji et al. | 2021-07-16 |
| Few Shots Are All You Need: A Progressive Few Shot Learning Approach for Low Resource Handwritten Text Recognition | Mohamed Ali Souibgui et al. | 2021-07-21 |
| SphereFace2: Binary Classification is All You Need for Deep Face Recognition | Yandong Wen et al. | 2021-08-03 |
| Pose is all you need: The pose only group activity recognition system (POGARS) | Haritha Thilakarathne et al. | 2021-08-09 |
| A good body is all you need: avoiding catastrophic interference via agent architecture search | Joshua Powers et al. | 2021-08-18 |
| Fastformer: Additive Attention Can Be All You Need | Chuhan Wu et al. | 2021-08-20 |
| All You Need is Color: Image based Spatial Gene Expression Prediction using Neural Stain Learning | Muhammad Dawood et al. | 2021-08-23 |
| Photos Are All You Need for Reciprocal Recommendation in Online Dating | James Neve et al. | 2021-08-26 |
| Neural HMMs are all you need (for high-quality attention-free TTS) | Shivam Mehta et al. | 2021-08-30 |
| Mask is All You Need: Rethinking Mask R-CNN for Dense and Arbitrary-Shaped Scene Text Detection | Xugong Qin et al. | 2021-09-08 |
| WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need | Yoni Schirris et al. | 2021-09-13 |
| Attention Is Indeed All You Need: Semantically Attention-Guided Decoding for Data-to-Text NLG | Juraj Juraska et al. | 2021-09-15 |
| Torch.manual_seed(3407) is all you need: On the influence of random seeds in deep learning architectures for computer vision | David Picard | 2021-09-16 |
| Is Curiosity All You Need? On the Utility of Emergent Behaviours from Curious Exploration | Oliver Groth et al. | 2021-09-17 |
| One Timestep is All You Need: Training Spiking Neural Networks with Ultra Low Latency | Sayeed Shafayet Chowdhury et al. | 2021-10-01 |
| Attention is All You Need? Good Embeddings with Statistics are enough:Large Scale Audio Understanding without Transformers/ Convolutions/ BERTs/ Mixers/ Attention/ RNNs or .... | Prateek Verma | 2021-10-07 |
| Open-Set Recognition: a Good Closed-Set Classifier is All You Need? | Sagar Vaze et al. | 2021-10-12 |
| Jurassic is (almost) All You Need: Few-Shot Meaning-to-Text Generation for Open-Domain Dialogue | Lena Reed et al. | 2021-10-15 |
| Hyperparameter Tuning is All You Need for LISTA | Xiaohan Chen et al. | 2021-10-29 |
| Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies | Tim Seyde et al. | 2021-11-03 |
| Realizable Learning is All You Need | Max Hopkins et al. | 2021-11-08 |
| Gradients are Not All You Need | Luke Metz et al. | 2021-11-10 |
| Perceiving and Modeling Density is All You Need for Image Dehazing | Tian Ye et al. | 2021-11-18 |
| Variance Reduction in Deep Learning: More Momentum is All You Need | Lionel Tondji et al. | 2021-11-23 |
| CDNet is all you need: Cascade DCN based underwater object detection RCNN | Di Chang | 2021-11-25 |
| All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines | Yuxuan Zhang et al. | 2021-12-16 |
| Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning | Josh Myers-Dean et al. | 2021-12-21 |
| Cost Aggregation Is All You Need for Few-Shot Segmentation | Sunghwan Hong et al. | 2021-12-22 |
| ML4CO: Is GCNN All You Need? Graph Convolutional Neural Networks Produce Strong Baselines For Combinatorial Optimization Problems, If Tuned and Trained Properly, on Appropriate Data | Amin Banitalebi-Dehkordi et al. | 2021-12-22 |
| All You Need In Sign Language Production | Razieh Rastgoo et al. | 2022-01-05 |
| Universal Online Learning with Unbounded Losses: Memory Is All You Need | Moise Blanchard et al. | 2022-01-21 |
| Patches Are All You Need? | Asher Trockman et al. | 2022-01-24 |
| It^oWave: It^o Stochastic Differential Equation Is All You Need For Wave Generation | Shoule Wu et al. | 2022-01-29 |
| Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning | Kexue Fu et al. | 2022-02-09 |
| 1-WL Expressiveness Is (Almost) All You Need | Markus Zopf | 2022-02-21 |
| All You Need Is Supervised Learning: From Imitation Learning to Meta-RL With Upside Down RL | Kai Arulkumaran et al. | 2022-02-24 |
| Filter-enhanced MLP is All You Need for Sequential Recommendation | Kun Zhou et al. | 2022-02-28 |
| One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification | Simon Graham et al. | 2022-02-28 |
| Video is All You Need: Attacking PPG-based Biometric Authentication | Lin Li et al. | 2022-03-02 |
| Structured Pruning is All You Need for Pruning CNNs at Initialization | Yaohui Cai et al. | 2022-03-04 |
| All You Need is LUV: Unsupervised Collection of Labeled Images using Invisible UV Fluorescent Indicators | Brijen Thananjeyan et al. | 2022-03-09 |
| Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection | Eliahu Horwitz et al. | 2022-03-10 |
| Respecting causality is all you need for training physics-informed neural networks | Sifan Wang et al. | 2022-03-14 |
| Distraction is All You Need for Fairness | Mehdi Yazdani-Jahromi et al. | 2022-03-15 |
| Neural Vocoder is All You Need for Speech Super-resolution | Haohe Liu et al. | 2022-03-28 |
| A 23 MW data centre is all you need | Samuel Albanie et al. | 2022-03-31 |
| TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization | Sijie Zhu et al. | 2022-03-31 |
| Overlapping Word Removal is All You Need: Revisiting Data Imbalance in Hope Speech Detection | Hariharan RamakrishnaIyer LekshmiAmmal et al. | 2022-04-12 |
| A for-loop is all you need. For solving the inverse problem in the case of personalized tumor growth modeling | Ivan Ezhov et al. | 2022-05-09 |
| Need is All You Need: Homeostatic Neural Networks Adapt to Concept Shift | Kingson Man et al. | 2022-05-17 |
| Positional Information is All You Need: A Novel Pipeline for Self-Supervised SVDE from Videos | Juan Luis Gonzalez Bello et al. | 2022-05-18 |
| Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction | Yue Cao et al. | 2022-05-20 |
| All You Need Is Logs: Improving Code Completion by Learning from Anonymous IDE Usage Logs | Vitaliy Bibaev et al. | 2022-05-21 |
| Pretraining is All You Need for Image-to-Image Translation | Tengfei Wang et al. | 2022-05-25 |
| GMML is All you Need | Sara Atito et al. | 2022-05-30 |
| Is More Data All You Need? A Causal Exploration | Athanasios Vlontzos et al. | 2022-06-06 |
| Words are all you need? Language as an approximation for human similarity judgments | Raja Marjieh et al. | 2022-06-08 |
| A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processing | Benedikt Winter et al. | 2022-06-15 |
| All you need is feedback: Communication with block attention feedback codes | Emre Ozfatura et al. | 2022-06-19 |
| Questions Are All You Need to Train a Dense Passage Retriever | Devendra Singh Sachan et al. | 2022-06-21 |
| Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need | An Wang et al. | 2022-06-23 |
| CV 3315 Is All You Need : Semantic Segmentation Competition | Akide Liu et al. | 2022-06-25 |
| Computer-assisted Pronunciation Training -- Speech synthesis is almost all you need | Daniel Korzekwa et al. | 2022-07-02 |
| Is a PET all you need? A multi-modal study for Alzheimer's disease using 3D CNNs | Marla Narazani et al. | 2022-07-05 |
| Look-ups are not (yet) all you need for deep learning inference | Calvin McCarter et al. | 2022-07-12 |
| PointNorm: Dual Normalization is All You Need for Point Cloud Analysis | Shen Zheng et al. | 2022-07-13 |
| All you need for horizontal slicing in 5G network | Hamza Kheddar et al. | 2022-07-23 |
| Is GPT-3 all you need for Visual Question Answering in Cultural Heritage? | Pietro Bongini et al. | 2022-07-25 |
| Reduction Rules and ILP Are All You Need: Minimal Directed Feedback Vertex Set | Alex Meiburg | 2022-08-01 |
| PSUMNet: Unified Modality Part Streams are All You Need for Efficient Pose-based Action Recognition | Neel Trivedi et al. | 2022-08-11 |
| Dropout is NOT All You Need to Prevent Gradient Leakage | Daniel Scheliga et al. | 2022-08-12 |
| Long-Short History of Gradients is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning | Ashish Gupta et al. | 2022-08-14 |
| Pseudo-Labels Are All You Need | Bogdan Kostić et al. | 2022-08-19 |
| Are disentangled representations all you need to build speaker anonymization systems? | Pierre Champion et al. | 2022-08-22 |
| Extending nnU-Net is all you need | Fabian Isensee et al. | 2022-08-23 |
| Multi-Outputs Is All You Need For Deblur | Sidun Liu et al. | 2022-08-27 |
| Rethinking Conversational Recommendations: Is Decision Tree All You Need? | A S M Ahsan-Ul Haque et al. | 2022-08-31 |
| Paraphrasing Is All You Need for Novel Object Captioning | Cheng-Fu Yang et al. | 2022-09-25 |
| Sentiment is all you need to win US Presidential elections | Sovesh Mohapatra et al. | 2022-09-27 |
| Combining Efficient and Precise Sign Language Recognition: Good pose estimation library is all you need | Matyáš Boháček et al. | 2022-09-30 |
| Centerpoints Are All You Need in Overhead Imagery | James Mason Inder et al. | 2022-10-04 |
| Depth Is All You Need for Monocular 3D Detection | Dennis Park et al. | 2022-10-05 |
| A ResNet is All You Need? Modeling A Strong Baseline for Detecting Referable Diabetic Retinopathy in Fundus Images | Tomás Castilla et al. | 2022-10-06 |
| Is margin all you need? An extensive empirical study of active learning on tabular data | Dara Bahri et al. | 2022-10-07 |
| Certified Training: Small Boxes are All You Need | Mark Niklas Müller et al. | 2022-10-10 |
| Microscopy is All You Need | Sergei V. Kalinin et al. | 2022-10-12 |
| H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection | Xue Yang et al. | 2022-10-13 |
| Bag All You Need: Learning a Generalizable Bagging Strategy for Heterogeneous Objects | Arpit Bahety et al. | 2022-10-18 |
| 10 hours data is all you need | Zeping Min et al. | 2022-10-24 |
| Saliency Can Be All You Need In Contrastive Self-Supervised Learning | Veysel Kocaman et al. | 2022-10-30 |
| Cross-Attention is all you need: Real-Time Streaming Transformers for Personalised Speech Enhancement | Shucong Zhang et al. | 2022-11-08 |
| Secure Aggregation Is Not All You Need: Mitigating Privacy Attacks with Noise Tolerance in Federated Learning | John Reuben Gilbert | 2022-11-10 |
| Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning | Justus-Jonas Erker et al. | 2022-11-14 |
| Is Style All You Need? Dependencies Between Emotion and GST-based Speaker Recognition | Morgan Sandler et al. | 2022-11-15 |
| Tired of Over-smoothing? Stress Graph Drawing Is All You Need! | Xue Li et al. | 2022-11-19 |
| One Eye is All You Need: Lightweight Ensembles for Gaze Estimation with Single Encoders | Rishi Athavale et al. | 2022-11-22 |
| Is Conditional Generative Modeling all you need for Decision-Making? | Anurag Ajay et al. | 2022-11-28 |
| Out-Of-Distribution Detection Is Not All You Need | Joris Guérin et al. | 2022-11-29 |
| Are Straight-Through gradients and Soft-Thresholding all you need for Sparse Training? | Antoine Vanderschueren et al. | 2022-12-02 |
| MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction | Shuliang Ning et al. | 2022-12-09 |
| Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection | Zhenyu Wu et al. | 2022-12-13 |
| Fine-Tuning Is All You Need to Mitigate Backdoor Attacks | Zeyang Sha et al. | 2022-12-18 |
| Hoyer regularizer is all you need for ultra low-latency spiking neural networks | Gourav Datta et al. | 2022-12-20 |
| In-Sensor & Neuromorphic Computing are all you need for Energy Efficient Computer Vision | Gourav Datta et al. | 2022-12-21 |
| ChatGPT is not all you need. A State of the Art Review of large Generative AI models | Roberto Gozalo-Brizuela et al. | 2023-01-11 |
| Neural Operator: Is data all you need to model the world? An insight into the paradigm of data-driven scientific ML | Hrishikesh Viswanath et al. | 2023-01-30 |
| Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need | Jingyao Li et al. | 2023-02-06 |
| A Random Dictator Is All You Need | Itai Arieli et al. | 2023-02-07 |
| Conformers are All You Need for Visual Speech Recognition | Oscar Chang et al. | 2023-02-17 |
| Are Gaussian data all you need? Extents and limits of universality in high-dimensional generalized linear estimation | Luca Pesce et al. | 2023-02-17 |
| Temporal Interpolation Is All You Need for Dynamic Neural Radiance Fields | Sungheon Park et al. | 2023-02-18 |
| EuroCrops: All you need to know about the Largest Harmonised Open Crop Dataset Across the European Union | Maja Schneider et al. | 2023-02-20 |
| Some Might Say All You Need Is Sum | Eran Rosenbluth et al. | 2023-02-22 |
| Language Is Not All You Need: Aligning Perception with Language Models | Shaohan Huang et al. | 2023-02-27 |
| A Little Bit Attention Is All You Need for Person Re-Identification | Markus Eisenbach et al. | 2023-02-28 |
| Zyxin is all you need: machine learning adherent cell mechanics | Matthew S. Schmitt et al. | 2023-03-01 |
| Image Labels Are All You Need for Coarse Seagrass Segmentation | Scarlett Raine et al. | 2023-03-02 |
| From Visual Prompt Learning to Zero-Shot Transfer: Mapping Is All You Need | Ziqing Yang et al. | 2023-03-09 |
| Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need | Da-Wei Zhou et al. | 2023-03-13 |
| Good Neighbors Are All You Need for Chinese Grapheme-to-Phoneme Conversion | Jungjun Kim et al. | 2023-03-14 |
| Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis | Renrui Zhang et al. | 2023-03-14 |
| HE is all you need: Compressing FHE Ciphertexts using Additive HE | Rasoul Akhavan Mahdavi et al. | 2023-03-16 |
| A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? | Chaoning Zhang et al. | 2023-03-21 |
| Text is All You Need: Personalizing ASR Models using Controllable Speech Synthesis | Karren Yang et al. | 2023-03-27 |
| Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need | Vivien Cabannes et al. | 2023-03-27 |
| Polarity is all you need to learn and transfer faster | Qingyang Wang et al. | 2023-03-29 |
| All You Need Is Sex for Diversity | José Maria Simões et al. | 2023-03-30 |
| Optimal Input Gain: All You Need to Supercharge a Feed-Forward Neural Network | Chinmay Rane et al. | 2023-03-30 |
| Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation | Suho Lee et al. | 2023-04-03 |
| Astroformer: More Data Might not be all you need for Classification | Rishit Dagli | 2023-04-03 |
| Effective control of two-dimensional Rayleigh--B'enard convection: invariant multi-agent reinforcement learning is all you need | Colin Vignon et al. | 2023-04-05 |
| Retention Is All You Need | Karishma Mohiuddin et al. | 2023-04-06 |
| Attention: Marginal Probability is All You Need? | Ryan Singh et al. | 2023-04-07 |
| ChatGPT is all you need to decolonize sub-Saharan Vocational Education | Isidora Tourni et al. | 2023-04-11 |
| Are Local Features All You Need for Cross-Domain Visual Place Recognition? | Giovanni Barbarani et al. | 2023-04-12 |
| [CLS] Token is All You Need for Zero-Shot Semantic Segmentation | Letian Wu et al. | 2023-04-13 |
| Are LLMs All You Need for Task-Oriented Dialogue? | Vojtěch Hudeček et al. | 2023-04-13 |
| Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations | Yu-Hui Chen et al. | 2023-04-21 |
| Appropriateness is all you need! | Hendrik Kempt et al. | 2023-04-27 |
| Recursions Are All You Need: Towards Efficient Deep Unfolding Networks | Rawwad Alhejaili et al. | 2023-05-09 |
| SuSana Distancia is all you need: Enforcing class separability in metric learning via two novel distance-based loss functions for few-shot image classification | Mauricio Mendez-Ruiz et al. | 2023-05-15 |
| Cooperation Is All You Need | Ahsan Adeel et al. | 2023-05-16 |
| PDP: Parameter-free Differentiable Pruning is All You Need | Minsik Cho et al. | 2023-05-18 |
| Text Is All You Need: Learning Language Representations for Sequential Recommendation | Jiacheng Li et al. | 2023-05-23 |
| Bytes Are All You Need: Transformers Operating Directly On File Bytes | Maxwell Horton et al. | 2023-05-31 |
| RITA: Group Attention is All You Need for Timeseries Analytics | Jiaming Liang et al. | 2023-06-02 |
| Prompting Is All You Need: Automated Android Bug Replay with Large Language Models | Sidong Feng et al. | 2023-06-03 |
| A Grasp Pose is All You Need: Learning Multi-fingered Grasping with Deep Reinforcement Learning from Vision and Touch | Federico Ceola et al. | 2023-06-06 |
| Small Temperature is All You Need for Differentiable Architecture Search | Jiuling Zhang et al. | 2023-06-12 |
| Area is all you need: repeatable elements make stronger adversarial attacks | Dillon Niederhut | 2023-06-13 |
| Contrastive Loss is All You Need to Recover Analogies as Parallel Lines | Narutatsu Ri et al. | 2023-06-14 |
| A9 Intersection Dataset: All You Need for Urban 3D Camera-LiDAR Roadside Perception | Walter Zimmer et al. | 2023-06-15 |
| Gradient is All You Need? How Consensus-Based Optimization can be Interpreted as a Stochastic Relaxation of Gradient Descent | Konstantin Riedl et al. | 2023-06-16 |
| Textbooks Are All You Need | Suriya Gunasekar et al. | 2023-06-20 |
| Randomized Quantization is All You Need for Differential Privacy in Federated Learning | Yeojoon Youn et al. | 2023-06-20 |
| CEMSSL: Conditional Embodied Self-Supervised Learning is All You Need for High-precision Multi-solution Inverse Kinematics of Robot Arms | Qu Weiming et al. | 2023-06-22 |
| Cross-Validation Is All You Need: A Statistical Approach To Label Noise Estimation | Jianan Chen et al. | 2023-06-24 |
| ParameterNet: Parameters Are All You Need | Kai Han et al. | 2023-06-26 |
| Positive Label Is All You Need for Multi-Label Classification | Zhixiang Yuan et al. | 2023-06-28 |
| Synthetic is all you need: removing the auxiliary data assumption for membership inference attacks against synthetic data | Florent Guépin et al. | 2023-07-04 |
| Pretraining is All You Need: A Multi-Atlas Enhanced Transformer Framework for Autism Spectrum Disorder Classification | Lucas Mahler et al. | 2023-07-04 |
| Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need | Linhao Qu et al. | 2023-07-05 |
| Contrast Is All You Need | Burak Kilic et al. | 2023-07-06 |
| Copy Is All You Need | Tian Lan et al. | 2023-07-13 |
| Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training | Yao Wei et al. | 2023-07-16 |
| Is attention all you need in medical image analysis? A review | Giorgos Papanastasiou et al. | 2023-07-24 |
| Is One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization? | Romain Egele et al. | 2023-07-28 |
| Separate Scene Text Detector for Unseen Scripts is Not All You Need | Prateek Keserwani et al. | 2023-07-29 |
| Graph Structure from Point Clouds: Geometric Attention is All You Need | Daniel Murnane | 2023-07-31 |
| Scaling may be all you need for achieving human-level object recognition capacity with human-like visual experience | A. Emin Orhan | 2023-08-07 |
| One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training | Jianshuo Dong et al. | 2023-08-12 |
| Camouflaged Image Synthesis Is All You Need to Boost Camouflaged Detection | Haichao Zhang et al. | 2023-08-13 |
| Global Features are All You Need for Image Retrieval and Reranking | Shihao Shao et al. | 2023-08-14 |
| Attention Is Not All You Need Anymore | Zhe Chen | 2023-08-15 |
| Dynamic Neural Network is All You Need: Understanding the Robustness of Dynamic Mechanisms in Neural Networks | Mirazul Haque et al. | 2023-08-17 |
| Scope is all you need: Transforming LLMs for HPC Code | Tal Kadosh et al. | 2023-08-18 |
| Is context all you need? Scaling Neural Sign Language Translation to Large Domains of Discourse | Ozge Mercanoglu Sincan et al. | 2023-08-18 |
| Learning from A Single Graph is All You Need for Near-Shortest Path Routing in Wireless Networks | Yung-Fu Chen et al. | 2023-08-18 |
| Minimalist Traffic Prediction: Linear Layer Is All You Need | Wenying Duan et al. | 2023-08-20 |
| GaitPT: Skeletons Are All You Need For Gait Recognition | Andy Catruna et al. | 2023-08-21 |
| Patch Is Not All You Need | Changzhen Li et al. | 2023-08-21 |
| Vector Search with OpenAI Embeddings: Lucene Is All You Need | Jimmy Lin et al. | 2023-08-29 |
| Parsing is All You Need for Accurate Gait Recognition in the Wild | Jinkai Zheng et al. | 2023-08-31 |
| Memory augment is All You Need for image restoration | Xiao Feng Zhang et al. | 2023-09-04 |
| A Blackbox Model Is All You Need to Breach Privacy: Smart Grid Forecasting Models as a Use Case | Hussein Aly et al. | 2023-09-04 |
| Concepts is All You Need: A More Direct Path to AGI | Peter Voss et al. | 2023-09-04 |
| One Wide Feedforward is All You Need | Telmo Pessoa Pires et al. | 2023-09-04 |
| Textbooks Are All You Need II: phi-1.5 technical report | Yuanzhi Li et al. | 2023-09-11 |
| All you need is spin: SU(2) equivariant variational quantum circuits based on spin networks | Richard D. P. East et al. | 2023-09-13 |
| Pretraining on the Test Set Is All You Need | Rylan Schaeffer | 2023-09-13 |
| More complex encoder is not all you need | Weibin Yang et al. | 2023-09-20 |
| MLPST: MLP is All You Need for Spatio-Temporal Prediction | Zijian Zhang et al. | 2023-09-23 |
| Attention Is All You Need For Blind Room Volume Estimation | Chunxi Wang et al. | 2023-09-23 |
| Only 5\% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation | Zihan Liu et al. | 2023-09-25 |
| Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need | Danil Provodin et al. | 2023-09-27 |
| Multilingual Natural Language Processing Model for Radiology Reports -- The Summary is all you need! | Mariana Lindo et al. | 2023-09-29 |
| Linear attention is (maybe) all you need (to understand transformer optimization) | Kwangjun Ahn et al. | 2023-10-02 |
| Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning | Anirudh Som et al. | 2023-10-16 |
| Equivariant Transformer is all you need | Akio Tomiya et al. | 2023-10-20 |
| Seq2seq is All You Need for Coreference Resolution | Wenzheng Zhang et al. | 2023-10-20 |
| All you need is data: the added value of National Access Points as backbone European ITS data exchange infrastructures | Chrysostomos Mylonas et al. | 2023-10-21 |
| Structural generalization in COGS: Supertagging is (almost) all you need | Alban Petit et al. | 2023-10-21 |
| Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces | Tal Levy et al. | 2023-10-24 |
| 19 Parameters Is All You Need: Tiny Neural Networks for Particle Physics | Alexander Bogatskiy et al. | 2023-10-24 |
| Little Exploration is All You Need | Henry H. H. Chen et al. | 2023-10-26 |
| One Style is All you Need to Generate a Video | Sandeep Manandhar et al. | 2023-10-27 |
| Label Poisoning is All You Need | Rishi D. Jha et al. | 2023-10-29 |
| Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models | Minxing Zhang et al. | 2023-10-30 |
| Objectives Are All You Need: Solving Deceptive Problems Without Explicit Diversity Maintenance | Ryan Boldi et al. | 2023-11-04 |
| Ephemeral Rollups are All you Need | Gabriele Picco et al. | 2023-11-05 |
| Equivariance Is Not All You Need: Characterizing the Utility of Equivariant Graph Neural Networks for Particle Physics Tasks | Savannah Thais et al. | 2023-11-06 |
| Lidar Annotation Is All You Need | Dinar Sharafutdinov et al. | 2023-11-08 |
| Interaction is all You Need? A Study of Robots Ability to Understand and Execute | Kushal Koshti et al. | 2023-11-13 |
| Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators | Yang Trista Cao et al. | 2023-11-14 |
| Causality is all you need | Ning Xu et al. | 2023-11-21 |
| Adapter is All You Need for Tuning Visual Tasks | Dongshuo Yin et al. | 2023-11-25 |
| Confidence Is All You Need for MI Attacks | Abhishek Sinha et al. | 2023-11-26 |
| Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift | Jiawei Ge et al. | 2023-11-27 |
| Cross Entropy in Deep Learning of Classifiers Is Unnecessary -- ISBE Error is All You Need | Wladyslaw Skarbek | 2023-11-27 |
| Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization | Wenzhong Yan et al. | 2023-11-28 |
| Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs | Camillo Quattrocchi et al. | 2023-12-05 |
| Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving? | Zhiqi Li et al. | 2023-12-05 |
| Golden Gemini is All You Need: Finding the Sweet Spots for Speaker Verification | Tianchi Liu et al. | 2023-12-06 |
| Is Feedback All You Need? Leveraging Natural Language Feedback in Goal-Conditioned Reinforcement Learning | Sabrina McCallum et al. | 2023-12-07 |
| The Counterattack of CNNs in Self-Supervised Learning: Larger Kernel Size might be All You Need | Tianjin Huang et al. | 2023-12-09 |
| CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models | Tuna Han Salih Meral et al. | 2023-12-11 |
| Image is All You Need to Empower Large-scale Diffusion Models for In-Domain Generation | Pu Cao et al. | 2023-12-13 |
| Multi-Modality is All You Need for Transferable Recommender Systems | Youhua Li et al. | 2023-12-15 |
| Scaling Compute Is Not All You Need for Adversarial Robustness | Edoardo Debenedetti et al. | 2023-12-20 |
| Scaling Is All You Need: Autonomous Driving with JAX-Accelerated Reinforcement Learning | Moritz Harmel et al. | 2023-12-23 |
| Chatbot is Not All You Need: Information-rich Prompting for More Realistic Responses | Seokhoon Jeong et al. | 2023-12-25 |
| Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4 | Sondos Mahmoud Bsharat et al. | 2023-12-26 |
| Evaluation is all you need. Prompting Generative Large Language Models for Annotation Tasks in the Social Sciences. A Primer using Open Models | Maximilian Weber et al. | 2023-12-30 |
| Exposure Bracketing Is All You Need For A High-Quality Image | Zhilu Zhang et al. | 2024-01-01 |
| Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM | Xiaoding Lu et al. | 2024-01-04 |
| Grimoire is All You Need for Enhancing Large Language Models | Ding Chen et al. | 2024-01-07 |
| Metacognition is all you need? Using Introspection in Generative Agents to Improve Goal-directed Behavior | Jason Toy et al. | 2024-01-09 |
| Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need | Abderrahman Skiredj et al. | 2024-01-09 |
| COCO is "ALL'' You Need for Visual Instruction Fine-tuning | Xiaotian Han et al. | 2024-01-17 |
| Density Adaptive Attention is All You Need: Robust Parameter-Efficient Fine-Tuning Across Multiple Modalities | Georgios Ioannides et al. | 2024-01-20 |
| Byte Pair Encoding Is All You Need For Automatic Bengali Speech Recognition | Ahnaf Mozib Samin | 2024-01-28 |
| Single Word Change is All You Need: Using LLMs to Create Synthetic Training Examples for Text Classifiers | Lei Xu et al. | 2024-01-30 |
| A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification | Jacob Fein-Ashley et al. | 2024-02-01 |
| Compositional Generative Modeling: A Single Model is Not All You Need | Yilun Du et al. | 2024-02-02 |
| A Single Simple Patch is All You Need for AI-generated Image Detection | Jiaxuan Chen et al. | 2024-02-02 |
| More Agents Is All You Need | Junyou Li et al. | 2024-02-03 |
| Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you Need | Shangda Yang et al. | 2024-02-03 |
| SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking | Atharva Kulkarni et al. | 2024-02-03 |
| Eigen Is All You Need: Efficient Lidar-Inertial Continuous-Time Odometry with Internal Association | Thien-Minh Nguyen et al. | 2024-02-04 |
| Standard Gaussian Process is All You Need for High-Dimensional Bayesian Optimization | Zhitong Xu et al. | 2024-02-05 |
| Tabular Data: Is Deep Learning all you need? | Guri Zabërgja et al. | 2024-02-06 |
| Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound | Jiajun Zeng et al. | 2024-02-07 |
| Randomness Is All You Need: Semantic Traversal of Problem-Solution Spaces with Large Language Models | Thomas Sandholm et al. | 2024-02-08 |
| Grace Period is All You Need: Individual Fairness without Revenue Loss in Revenue Management | Patrick Jaillet et al. | 2024-02-13 |
| Answer is All You Need: Instruction-following Text Embedding via Answering the Question | Letian Peng et al. | 2024-02-15 |
| Camouflage is all you need: Evaluating and Enhancing Language Model Robustness Against Camouflage Adversarial Attacks | Álvaro Huertas-García et al. | 2024-02-15 |
| Greed is All You Need: An Evaluation of Tokenizer Inference Methods | Omri Uzan et al. | 2024-03-02 |
| Cognition is All You Need -- The Next Layer of AI Above Large Language Models | Nova Spivack et al. | 2024-03-04 |
| Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems | Lingjiao Chen et al. | 2024-03-04 |
| CLEAR: Cross-Transformers with Pre-trained Language Model is All you need for Person Attribute Recognition and Retrieval | Doanh C. Bui et al. | 2024-03-10 |
| Attention is all you need for boosting graph convolutional neural network | Yinwei Wu | 2024-03-10 |
| Pairwise Comparisons Are All You Need | Nicolas Chahine et al. | 2024-03-13 |
| Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models | Chaoqun Liu et al. | 2024-03-15 |
| Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework | Kaiyan Chang et al. | 2024-03-17 |
| OCR is All you need: Importing Multi-Modality into Image-based Defect Detection System | Chih-Chung Hsu et al. | 2024-03-18 |
| Multistep Inverse Is Not All You Need | Alexander Levine et al. | 2024-03-18 |
| Reflectivity Is All You Need!: Advancing LiDAR Semantic Segmentation | Kasi Viswanath et al. | 2024-03-19 |
| One Masked Model is All You Need for Sensor Fault Detection, Isolation and Accommodation | Yiwei Fu et al. | 2024-03-24 |
| Proprioception Is All You Need: Terrain Classification for Boreal Forests | Damien LaRocque et al. | 2024-03-25 |
| Belief Samples Are All You Need For Social Learning | Mahyar JafariNodeh et al. | 2024-03-25 |
| COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning | Yuelin Bai et al. | 2024-03-26 |
| SPMamba: State-space model is all you need in speech separation | Kai Li et al. | 2024-04-02 |
| Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning | Jonathan C. Balloch et al. | 2024-04-02 |
| Fork is All You Need in Heterogeneous Systems | Zixuan Wang et al. | 2024-04-07 |
| Self-supervised Dataset Distillation: A Good Compression Is All You Need | Muxin Zhou et al. | 2024-04-11 |
| One is all you need: Second-order Unification without First-order Variables | David M. Cerna et al. | 2024-04-16 |
| KV-weights are all you need for skipless transformers | Nils Graef | 2024-04-18 |
| Moving Object Segmentation: All You Need Is SAM (and Flow) | Junyu Xie et al. | 2024-04-18 |
| Is Retain Set All You Need in Machine Unlearning? Restoring Performance of Unlearned Models with Out-Of-Distribution Images | Jacopo Bonato et al. | 2024-04-19 |
| HCC Is All You Need: Alignment-The Sensible Kind Anyway-Is Just Human-Centered Computing | Eric Gilbert | 2024-04-30 |
| Graph is all you need? Lightweight data-agnostic neural architecture search without training | Zhenhan Huang et al. | 2024-05-02 |
| Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis | Diogo J. Araújo et al. | 2024-05-02 |
| Fast Wrong-way Cycling Detection in CCTV Videos: Sparse Sampling is All You Need | Jing Xu et al. | 2024-05-12 |
| Positional Knowledge is All You Need: Position-induced Transformer (PiT) for Operator Learning | Junfeng Chen et al. | 2024-05-15 |
| Requirements are All You Need: The Final Frontier for End-User Software Engineering | Diana Robinson et al. | 2024-05-22 |
| Cross-Modal Safety Alignment: Is textual unlearning all you need? | Trishna Chakraborty et al. | 2024-05-27 |
| Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts | Chunjing Gan et al. | 2024-05-30 |
| Non-uniformity is All You Need: Efficient and Timely Encrypted Traffic Classification With ECHO | Shilo Daum et al. | 2024-06-03 |
| GrootVL: Tree Topology is All You Need in State Space Model | Yicheng Xiao et al. | 2024-06-04 |
| Choice of PEFT Technique in Continual Learning: Prompt Tuning is Not All You Need | Martin Wistuba et al. | 2024-06-05 |
| SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN | Kang You et al. | 2024-06-05 |
| Procrastination Is All You Need: Exponent Indexed Accumulators for Floating Point, Posits and Logarithmic Numbers | Vincenzo Liguori | 2024-06-09 |
| Taxes Are All You Need: Integration of Taxonomical Hierarchy Relationships into the Contrastive Loss | Kiran Kokilepersaud et al. | 2024-06-10 |
| Memory Is All You Need: An Overview of Compute-in-Memory Architectures for Accelerating Large Language Model Inference | Christopher Wolters et al. | 2024-06-12 |
| Modelling the 5G Energy Consumption using Real-world Data: Energy Fingerprint is All You Need | Tingwei Chen et al. | 2024-06-13 |
| Zoom and Shift are All You Need | Jiahao Qin | 2024-06-13 |
| Requirements are All You Need: From Requirements to Code with LLMs | Bingyang Wei | 2024-06-14 |
| Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? | T. Y. S. S Santosh et al. | 2024-06-16 |
| MiSuRe is all you need to explain your image segmentation | Syed Nouman Hasany et al. | 2024-06-18 |
| Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters | Zhiyu Guo et al. | 2024-06-18 |
| Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment | Zhipeng Chen et al. | 2024-06-18 |
| Selected Languages are All You Need for Cross-lingual Truthfulness Transfer | Weihao Liu et al. | 2024-06-20 |
| ShanghaiTech Mapping Robot is All You Need: Robot System for Collecting Universal Ground Vehicle Datasets | Bowen Xu et al. | 2024-06-24 |
| Evaluating Quality of Answers for Retrieval-Augmented Generation: A Strong LLM Is All You Need | Yang Wang et al. | 2024-06-26 |
| LightStereo: Channel Boost Is All You Need for Efficient 2D Cost Aggregation | Xianda Guo et al. | 2024-06-28 |
| Wavelets Are All You Need for Autoregressive Image Generation | Wael Mattar et al. | 2024-06-28 |
| Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP | Omer Goldman et al. | 2024-06-29 |
| Transferable-guided Attention Is All You Need for Video Domain Adaptation | André Sacilotti et al. | 2024-07-01 |
| Raw Text is All you Need: Knowledge-intensive Multi-turn Instruction Tuning for Large Language Model | Xia Hou et al. | 2024-07-03 |
| An accurate detection is not all you need to combat label noise in web-noisy datasets | Paul Albert et al. | 2024-07-08 |
| Beyond Fixed Length: Bucket Pre-training is All You Need | Qing Yang et al. | 2024-07-10 |
| Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models | Namkyeong Lee et al. | 2024-07-12 |
| Accuracy is Not All You Need | Abhinav Dutta et al. | 2024-07-12 |
| Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text | Lucio La Cava et al. | 2024-07-12 |
| Rethinking Learned Image Compression: Context is All You Need | Jixiang Luo | 2024-07-16 |
| Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis | Haeil Lee et al. | 2024-07-16 |
| Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning | Dylan J. Foster et al. | 2024-07-20 |
| CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models | Zheng Chong et al. | 2024-07-21 |
| Sparse Prior Is Not All You Need: When Differential Directionality Meets Saliency Coherence for Infrared Small Target Detection | Fei Zhou et al. | 2024-07-22 |
| Attention Is All You Need But You Don't Need All Of It For Inference of Large Language Models | Georgy Tyukin et al. | 2024-07-22 |
| DC is all you need: describing ReLU from a signal processing standpoint | Christodoulos Kechris et al. | 2024-07-23 |
| HDL-GPT: High-Quality HDL is All You Need | Bhuvnesh Kumar et al. | 2024-07-25 |
| Downstream bias mitigation is all you need | Arkadeep Baksi et al. | 2024-08-01 |
| Attention is all you need for an improved CNN-based flash flood susceptibility modeling. The case of the ungauged Rheraya watershed, Morocco | Akram Elghouat et al. | 2024-08-03 |
| ViC: Virtual Compiler Is All You Need For Assembly Code Search | Zeyu Gao et al. | 2024-08-10 |
| A Single Goal is All You Need: Skills and Exploration Emerge from Contrastive RL without Rewards, Demonstrations, or Subgoals | Grace Liu et al. | 2024-08-11 |
| Zero-Shot Learning and Key Points Are All You Need for Automated Fact-Checking | Mohammad Ghiasvand Mohammadkhani et al. | 2024-08-15 |
| Are CLIP features all you need for Universal Synthetic Image Origin Attribution? | Dario Cioni et al. | 2024-08-17 |
| Parkinson's Disease Classification via EEG: All You Need is a Single Convolutional Layer | Md Fahim Anjum | 2024-08-19 |
| GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets | Sven Oehri et al. | 2024-08-26 |
| Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need | Sijia Peng et al. | 2024-08-28 |
| Alignment is All You Need: A Training-free Augmentation Strategy for Pose-guided Video Generation | Xiaoyu Jin et al. | 2024-08-29 |
| Training on the Benchmark Is Not All You Need | Shiwen Ni et al. | 2024-09-03 |
| One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation | Paul Johannes Claasen et al. | 2024-09-04 |
| 100 instances is all you need: predicting the success of a new LLM on unseen data by testing on a few instances | Lorenzo Pacchiardi et al. | 2024-09-05 |
| Inference is All You Need: Self Example Retriever for Cross-domain Dialogue State Tracking with ChatGPT | Jihyun Lee et al. | 2024-09-10 |
| Dot Product is All You Need: Bridging the Gap Between Item Recommendation and Link Prediction | Daniele Malitesta et al. | 2024-09-11 |
| Alignment with Preference Optimization Is All You Need for LLM Safety | Reda Alami et al. | 2024-09-12 |
| Gaussian is All You Need: A Unified Framework for Solving Inverse Problems via Diffusion Posterior Sampling | Nebiyou Yismaw et al. | 2024-09-13 |
| Propaganda is all you need | Paul Kronlund-Drouault | 2024-09-13 |
| Hedging Is Not All You Need: A Simple Baseline for Online Learning Under Haphazard Inputs | Himanshu Buckchash et al. | 2024-09-16 |
| One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks | Sebastian Nehrdich et al. | 2024-09-20 |
| Active Vision Might Be All You Need: Exploring Active Vision in Bimanual Robotic Manipulation | Ian Chuang et al. | 2024-09-26 |
| Emu3: Next-Token Prediction is All You Need | Xinlong Wang et al. | 2024-09-27 |
| Fusion is all you need: Face Fusion for Customized Identity-Preserving Image Synthesis | Salaheldin Mohamed et al. | 2024-09-27 |
| Evidence Is All You Need: Ordering Imaging Studies via Language Model Alignment with the ACR Appropriateness Criteria | Michael S. Yao et al. | 2024-09-27 |
| Addition is All You Need for Energy-efficient Language Models | Hongyin Luo et al. | 2024-10-01 |
| Geometry is All You Need: A Unified Taxonomy of Matrix and Tensor Factorization for Compression of Generative Language Models | Mingxue Xu et al. | 2024-10-03 |
| Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need | Xianlong Wang et al. | 2024-10-04 |
| Grounding is All You Need? Dual Temporal Grounding for Video Dialog | You Qin et al. | 2024-10-08 |
| Noise is All You Need: Private Second-Order Convergence of Noisy SGD | Dmitrii Avdiukhin et al. | 2024-10-09 |
| Simulation-based inference with scattering representations: scattering is all you need | Kiyam Lin et al. | 2024-10-11 |
| Rethinking Data Selection at Scale: Random Selection is Almost All You Need | Tingyu Xia et al. | 2024-10-12 |
| Looped ReLU MLPs May Be All You Need as Practical Programmable Computers | Yingyu Liang et al. | 2024-10-12 |
| Dying Clusters Is All You Need -- Deep Clustering With an Unknown Number of Clusters | Collin Leiber et al. | 2024-10-12 |
| Reddit is all you need: Authorship profiling for Romanian | Ecaterina Ştefănescu et al. | 2024-10-13 |
| Position Specific Scoring Is All You Need? Revisiting Protein Sequence Classification Tasks | Sarwan Ali et al. | 2024-10-16 |
| Efficient Deep Learning Board: Training Feedback Is Not All You Need | Lina Gong et al. | 2024-10-17 |
| Good Parenting is all you need -- Multi-agentic LLM Hallucination Mitigation | Ted Kwartler et al. | 2024-10-18 |
| All You Need is an Improving Column: Enhancing Column Generation for Parallel Machine Scheduling via Transformers | Amira Hijazi et al. | 2024-10-21 |
| Towards Active Participant Centric Vertical Federated Learning: Some Representations May Be All You Need | Jon Irureta et al. | 2024-10-23 |
| Multi-objective Optimization in CPU Design Space Exploration: Attention is All You Need | Runzhen Xue et al. | 2024-10-24 |
| Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining | Ruoxi Cheng et al. | 2024-10-24 |
| Intention Is All You Need | Advait Sarkar | 2024-10-24 |
| Metaheuristics is All You Need | Eliuvish Cuicizion et al. | 2024-10-26 |
| Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models | Lu Yu et al. | 2024-10-29 |
| Cross-Entropy Is All You Need To Invert the Data Generating Process | Patrik Reizinger et al. | 2024-10-29 |
| Attention is All You Need to Optimize Wind Farm Operations and Maintenance | Iman Kazemian et al. | 2024-10-31 |
| One protein is all you need | Anton Bushuiev et al. | 2024-11-04 |
| Redundancy Is All You Need (for CSP Sparsification) | Joshua Brakensiek et al. | 2024-11-05 |
| Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System | David Maria Schmidt et al. | 2024-11-06 |
| ProEdit: Simple Progression is All You Need for High-Quality 3D Scene Editing | Jun-Kun Chen et al. | 2024-11-07 |
| Joint Age-State Belief is All You Need: Minimizing AoII via Pull-Based Remote Estimation | Ismail Cosandal et al. | 2024-11-11 |
| SecEncoder: Logs are All You Need in Security | Muhammed Fatih Bulut et al. | 2024-11-12 |
| Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology | Dhananjay Tomar et al. | 2024-11-14 |
| ALPHA-$$\alpha$$ and Bi-ACT Are All You Need: Importance of Position and Force Information/Control for Imitation Learning of Unimanual and Bimanual Robotic Manipulation with Low-Cost System | Masato Kobayashi et al. | 2024-11-15 |
| Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need | Kecheng Chen et al. | 2024-11-19 |
| Signformer is all you need: Towards Edge AI for Sign Language | Eta Yang | 2024-11-19 |
| Text Embedding is Not All You Need: Attention Control for Text-to-Image Semantic Alignment with Text Self-Attention Maps | Jeeyung Kim et al. | 2024-11-21 |
| Is Integer Linear Programming All You Need for Deletion Propagation? A Unified and Practical Approach for Generalized Deletion Propagation | Neha Makhija et al. | 2024-11-26 |
| Text Is Not All You Need: Multimodal Prompting Helps LLMs Understand Humor | Ashwin Baluja | 2024-12-01 |
| Is FISHER All You Need in The Multi-AUV Underwater Target Tracking Task? | Guanwen Xie et al. | 2024-12-05 |
| Guidance is All You Need: Temperature-Guided Reasoning in Large Language Models | Eyad Gomaa et al. | 2024-12-05 |
| REL: Working out is all you need | Toby Simonds et al. | 2024-12-05 |
| Cutting is All You Need: Execution of Large-Scale Quantum Neural Networks on Limited-Qubit Devices | Alberto Marchisio et al. | 2024-12-06 |
| Steps are all you need: Rethinking STEM Education with Prompt Engineering | Krishnasai Addala et al. | 2024-12-06 |
| Preprocessing is All You Need: Boosting the Performance of Log Parsers With a General Preprocessing Framework | Qiaolin Qin et al. | 2024-12-06 |
| Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering | Krishnasai Addala et al. | 2024-12-06 |
| [MASK] is All You Need | Vincent Tao Hu et al. | 2024-12-09 |
| Predictable Emergent Abilities of LLMs: Proxy Tasks Are All You Need | Bo-Wen Zhang et al. | 2024-12-10 |
| All You Need in Knowledge Distillation Is a Tailored Coordinate System | Junjie Zhou et al. | 2024-12-12 |
| Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis | Raj Hansini Khoiwal et al. | 2024-12-12 |
| AUEB-Archimedes at RIRAG-2025: Is obligation concatenation really all you need? | Ioannis Chasandras et al. | 2024-12-16 |
| No More Adam: Learning Rate Scaling at Initialization is All You Need | Minghao Xu et al. | 2024-12-16 |
| Don't Do RAG: When Cache-Augmented Generation is All You Need for Knowledge Tasks | Brian J Chan et al. | 2024-12-20 |
| From Worms to Mice: Homeostasis Maybe All You Need | Jesus Marco de Lucas | 2024-12-28 |
| Generalize Your Face Forgery Detectors: An Insertable Adaptation Module Is All You Need | Xiaotian Si et al. | 2024-12-30 |
| Attention Is All You Need For Mixture-of-Depths Routing | Advait Gadhikar et al. | 2024-12-30 |
| Kolmogorov GAM Networks are all you need! | Sarah Polson et al. | 2025-01-01 |
| Google is all you need: Semi-Supervised Transfer Learning Strategy For Light Multimodal Multi-Task Classification Model | Haixu Liu et al. | 2025-01-03 |
| Element-wise Attention Is All You Need | Guoxin Feng | 2025-01-10 |
| Tensor Product Attention Is All You Need | Yifan Zhang et al. | 2025-01-11 |
| Common Sense Is All You Need | Hugo Latapie | 2025-01-11 |
| Attention is All You Need Until You Need Retention | M. Murat Yaslioglu | 2025-01-15 |
| Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL | Yeounoh Chung et al. | 2025-01-21 |
| Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant | Gaole He et al. | 2025-01-29 |
| Anatomy Might Be All You Need: Forecasting What to Do During Surgery | Gary Sarwin et al. | 2025-01-29 |
| Agents Are All You Need for LLM Unlearning | Debdeep Sanyal et al. | 2025-02-01 |
| Reformulation is All You Need: Addressing Malicious Text Features in DNNs | Yi Jiang et al. | 2025-02-02 |
| NER4all or Context is All You Need: Using LLMs for low-effort, high-performance NER on historical texts. A humanities informed approach | Torsten Hiltmann et al. | 2025-02-04 |
| 3D Prior is All You Need: Cross-Task Few-shot 2D Gaze Estimation | Yihua Cheng et al. | 2025-02-06 |
| Is attention all you need to solve the correlated electron problem? | Max Geier et al. | 2025-02-07 |
| PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference | Yufeng Gu et al. | 2025-02-11 |
| TransMLA: Multi-Head Latent Attention Is All You Need | Fanxu Meng et al. | 2025-02-11 |
| Intention is All You Need: Refining Your Code from Your Intention | Qi Guo et al. | 2025-02-12 |
| Communication is All You Need: Persuasion Dataset Construction via Multi-LLM Communication | Weicheng Ma et al. | 2025-02-13 |
| Distraction is All You Need for Multimodal Large Language Model Jailbreaking | Zuopeng Yang et al. | 2025-02-15 |
| Is Depth All You Need? An Exploration of Iterative Reasoning in LLMs | Zongqian Wu et al. | 2025-02-15 |
| OCT Data is All You Need: How Vision Transformers with and without Pre-training Benefit Imaging | Zihao Han et al. | 2025-02-17 |
| Image compositing is all you need for data augmentation | Ang Jia Ning Shermaine et al. | 2025-02-19 |
| Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting | Yannick Wölker et al. | 2025-02-20 |
| Sparsity May Be All You Need: Sparse Random Parameter Adaptation | Jesus Rios et al. | 2025-02-21 |
| BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor | Mohammed-Khalil Ghali et al. | 2025-02-26 |
| Memory and Bandwidth are All You Need for Fully Sharded Data Parallel | Jiangtao Wang et al. | 2025-03-04 |
| CORDIC Is All You Need | Omkar Kokane et al. | 2025-03-04 |
| The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models | Ke Ji et al. | 2025-03-04 |
| Qieemo: Speech Is All You Need in the Emotion Recognition in Conversations | Jinming Chen et al. | 2025-03-05 |
| Privacy is All You Need: Revolutionizing Wearable Health Data with Advanced PETs | Karthik Barma | 2025-03-05 |
| Rethinking Deep Clustering Paradigms: Self-Supervision Is All You Need | Amal Shaheena et al. | 2025-03-05 |
| Memory Is All You Need: Testing How Model Memory Affects LLM Performance in Annotation Tasks | Joan C. Timoneda et al. | 2025-03-06 |
| Slim attention: cut your context memory in half without loss -- K-cache is all you need for MHA | Nils Graef et al. | 2025-03-07 |
| Global Context Is All You Need for Parallel Efficient Tractography Parcellation | Valentin von Bornhaupt et al. | 2025-03-10 |
| Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis | Letian Zhang et al. | 2025-03-11 |
| Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation | Qiji Zhou et al. | 2025-03-12 |
| Reinforcement Learning is all You Need | Yongsheng Lian | 2025-03-12 |
| Availability is all you need: achieving optimal regret with minimal information for dynamic matching | Süleyman Kerimov et al. | 2025-03-12 |
| VicaSplat: A Single Run is All You Need for 3D Gaussian Splatting and Camera Estimation from Unposed Video Frames | Zhiqi Li et al. | 2025-03-13 |
| Relevance Isn't All You Need: Scaling RAG Systems With Inference-Time Compute Via Multi-Criteria Reranking | Will LeVine et al. | 2025-03-14 |
| Collaboration is all you need: LLM Assisted Safe Code Translation | Rabimba Karanjai et al. | 2025-03-14 |
| All You Need to Know About Training Image Retrieval Models | Gabriele Berton et al. | 2025-03-17 |
| Is Discretization Fusion All You Need for Collaborative Perception? | Kang Yang et al. | 2025-03-18 |
| Revisiting End-To-End Sparse Autoencoder Training: A Short Finetune Is All You Need | Adam Karvonen | 2025-03-21 |
| Is Reuse All You Need? A Systematic Comparison of Regular Expression Composition Strategies | Berk Çakar et al. | 2025-03-26 |
| Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images | Tai D. Nguyen et al. | 2025-03-26 |
| One Snapshot is All You Need: A Generalized Method for mmWave Signal Generation | Teng Huang et al. | 2025-03-27 |
| Unsupervised Real-World Denoising: Sparsity is All You Need | Hamadi Chihaoui et al. | 2025-03-27 |
| Unbiased Max-Min Embedding Classification for Transductive Few-Shot Learning: Clustering and Classification Are All You Need | Yang Liu et al. | 2025-03-28 |
| Patience is all you need! An agentic system for performing scientific literature review | David Brett et al. | 2025-03-28 |
| Information Gain Is Not All You Need | Ludvig Ericson et al. | 2025-03-28 |
| Buffer is All You Need: Defending Federated Learning against Backdoor Attacks under Non-iids via Buffering | Xingyu Lyu et al. | 2025-03-30 |
| Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting | Fan-Keng Sun et al. | 2025-03-30 |
| Rubric Is All You Need: Enhancing LLM-based Code Evaluation With Question-Specific Rubrics | Aditya Pathak et al. | 2025-03-31 |
| All You Need is Sally-Anne: ToM in AI Strongly Supported After Surpassing Tests for 3-Year-Olds | Nitay Alon et al. | 2025-03-31 |
| Following Is All You Need: Robot Crowd Navigation Using People As Planners | Yuwen Liao et al. | 2025-04-15 |
| Support is All You Need for Certified VAE Training | Changming Xu et al. | 2025-04-16 |
| Search is All You Need for Few-shot Anomaly Detection | Qishan Wang et al. | 2025-04-16 |
| Are Retrials All You Need? Enhancing Large Language Model Reasoning Without Verbalized Feedback | Nearchos Potamitis et al. | 2025-04-17 |
| One Jump Is All You Need: Short-Cutting Transformers for Early Exit Prediction with One Jump to Fit All Exit Levels | Amrit Diggavi Seshadri | 2025-04-18 |
| Security Steerability is All You Need | Itay Hazan et al. | 2025-04-28 |
| Is Intermediate Fusion All You Need for UAV-based Collaborative Perception? | Jiuwu Hao et al. | 2025-04-30 |
| Regression is all you need for medical image translation | Sebastian Rassmann et al. | 2025-05-04 |
| Procedural Memory Is Not All You Need: Bridging Cognitive Gaps in LLM-Based Agents | Schaun Wheeler et al. | 2025-05-06 |
| Sparsity is All You Need: Rethinking Biological Pathway-Informed Approaches in Deep Learning | Isabella Caranzano et al. | 2025-05-07 |
| Attention Is Not All You Need: The Importance of Feedforward Networks in Transformer Models | Isaac Gerber | 2025-05-10 |
| An Extra RMSNorm is All You Need for Fine Tuning to 1.58 Bits | Cody Steinmetz et al. | 2025-05-12 |
| All You Need Is Synthetic Task Augmentation | Guillaume Godin | 2025-05-15 |
| FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks | Chenhui Xu et al. | 2025-05-16 |
| Addition is almost all you need: Compressing large language models with double binary factorization | Vladimír Boža et al. | 2025-05-16 |
| Synthetic Data RL: Task Definition Is All You Need | Yiduo Guo et al. | 2025-05-18 |
| Are requirements really all you need? A case study of LLM-driven configuration code generation for automotive simulations | Krzysztof Lebioda et al. | 2025-05-19 |
| Half Search Space is All You Need | Pavel Rumiantsev et al. | 2025-05-19 |
| Augmenting Online RL with Offline Data is All You Need: A Unified Hybrid RL Algorithm Design and Analysis | Ruiquan Huang et al. | 2025-05-19 |
| Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training | Mengru Wang et al. | 2025-05-20 |
| Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning | Jinghui Lu et al. | 2025-05-21 |
| Is (Selective) Round-To-Nearest Quantization All You Need? | Alex Kogan | 2025-05-21 |
| All You Need is "Leet": Evading Hate-speech Detection AI | Sampanna Yashwant Kahu et al. | 2025-05-22 |
| Action is All You Need: Dual-Flow Generative Ranking Network for Recommendation | Hao Guo et al. | 2025-05-22 |
| Temperature is All You Need for Generalization in Langevin Dynamics and other Markov Processes | Itamar Harel et al. | 2025-05-25 |
| Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations | Mohit Chandra et al. | 2025-05-26 |
| Is Hyperbolic Space All You Need for Medical Anomaly Detection? | Alvaro Gonzalez-Jimenez et al. | 2025-05-27 |
| A Descriptor Is All You Need: Accurate Machine Learning of Nonadiabatic Coupling Vectors | Jakub Martinka et al. | 2025-05-29 |
| Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need | Qiang Wang et al. | 2025-05-29 |
| Uni-LoRA: One Vector is All You Need | Kaiyang Li et al. | 2025-06-01 |
| S"oze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale | Weitao Wang et al. | 2025-06-01 |
| Response-Level Rewards Are All You Need for Online Reinforcement Learning in LLMs: A Mathematical Perspective | Shenghua He et al. | 2025-06-03 |
| Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design | Lin Sun et al. | 2025-06-05 |
| Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models | Pengyi Li et al. | 2025-06-05 |
| Few Labels are all you need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series | Adrien Petralia et al. | 2025-06-06 |
| SMPL Normal Map Is All You Need for Single-view Textured Human Reconstruction | Wenhao Shen et al. | 2025-06-15 |
| No-Regret Learning Under Adversarial Resource Constraints: A Spending Plan Is All You Need! | Francesco Emanuele Stradi et al. | 2025-06-16 |
| Is Selection All You Need in Differential Evolution? | Tomofumi Kitamura et al. | 2025-06-17 |
| Architecture is All You Need: Improving LLM Recommenders by Dropping the Text | Kevin Foley et al. | 2025-06-18 |
| Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding | Vishesh Tripathi et al. | 2025-06-19 |
| Higher-Order Neuromorphic Ising Machines -- Autoencoders and Fowler-Nordheim Annealers are all you need for Scalability | Faiek Ahsan et al. | 2025-06-24 |
| From Data Center IoT Telemetry to Data Analytics Chatbots -- Virtual Knowledge Graph is All You Need | Junaid Ahmed Khan et al. | 2025-06-27 |
| Inpainting is All You Need: A Diffusion-based Augmentation Method for Semi-supervised Medical Image Segmentation | Xinrong Hu et al. | 2025-06-28 |
| Repair Ingredients Are All You Need: Improving Large Language Model-Based Program Repair via Repair Ingredients Search | Jiayi Zhang et al. | 2025-06-29 |
| State and Memory is All You Need for Robust and Reliable AI Agents | Matthew Muhoberac et al. | 2025-06-30 |
| Similarity Memory Prior is All You Need for Medical Image Segmentation | Hao Tang et al. | 2025-07-01 |
| Intrinsic Fingerprint of LLMs: Continue Training is NOT All You Need to Steal A Model! | Do-hyeon Yoon et al. | 2025-07-02 |
| Is Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models | Riccardo Cantini et al. | 2025-07-03 |
| EchoMimicV3: 1.3B Parameters are All You Need for Unified Multi-Modal and Multi-Task Human Animation | Rang Meng et al. | 2025-07-05 |
| When Data-Free Knowledge Distillation Meets Non-Transferable Teacher: Escaping Out-of-Distribution Trap is All You Need | Ziming Hong et al. | 2025-07-05 |
| Is Diversity All You Need for Scalable Robotic Manipulation? | Modi Shi et al. | 2025-07-08 |
| Modeling Code: Is Text All You Need? | Daniel Nichols et al. | 2025-07-15 |
| Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? | Lazaro Janier Gonzalez-Sole et al. | 2025-07-22 |
| LoRA is All You Need for Safety Alignment of Reasoning LLMs | Yihao Xue et al. | 2025-07-22 |
| Pretraining on the Test Set Is No Longer All You Need: A Debate-Driven Approach to QA Benchmarks | Linbo Cao et al. | 2025-07-23 |
| A Functional Data Model and Query Language is All You Need | Jens Dittrich | 2025-07-28 |
| Importance Sampling is All You Need: Predict LLM's performance on new benchmark by reusing existing benchmark | Junjie Shi et al. | 2025-08-02 |
| Exploitation Is All You Need... for Exploration | Micah Rentschler et al. | 2025-08-02 |
| Embedding Is (Almost) All You Need: Retrieval-Augmented Inference for Generalizable Genomic Prediction Tasks | Nirjhor Datta et al. | 2025-08-06 |
| Hard Examples Are All You Need: Maximizing GRPO Post-Training Under Annotation Budgets | Benjamin Pikus et al. | 2025-08-15 |
| Persistence is All You Need -- A Topological Lens on Microstructural Characterization | Maksym Szemer et al. | 2025-08-16 |
| Invitation Is All You Need! Promptware Attacks Against LLM-Powered Assistants in Production Are Practical and Dangerous | Ben Nassi et al. | 2025-08-16 |
| Transduction is All You Need for Structured Data Workflows | Alfio Gliozzo et al. | 2025-08-21 |
| AI Chaperones Are (Really) All You Need to Prevent Parasocial Relationships with Chatbots | Emma Rath et al. | 2025-08-21 |
| CXLAimPod: CXL Memory is all you need in AI era | Yiwei Yang et al. | 2025-08-21 |
| Consensus Is All You Need: Gossip-Based Reasoning Among Large Language Models | Saksham Arora | 2025-08-22 |
| Performance is not All You Need: Sustainability Considerations for Algorithms | Xiang Li et al. | 2025-08-24 |
| A Little Clairvoyance Is All You Need | Anupam Gupta et al. | 2025-08-25 |
| Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model | Phuoc-Nguyen Bui et al. | 2025-09-04 |
| Zero-Freeness is All You Need: A Weitz-Type FPTAS for the Entire Lee-Yang Zero-Free Region | Shuai Shao et al. | 2025-09-08 |
| All You Need Is A Fuzzing Brain: An LLM-Powered System for Automated Vulnerability Detection and Patching | Ze Sheng et al. | 2025-09-08 |
| Verbalized Algorithms: Classical Algorithms are All You Need (Mostly) | Supriya Lall et al. | 2025-09-09 |
| Spectral Bottleneck in Sinusoidal Representation Networks: Noise is All You Need | Hemanth Chandravamsi et al. | 2025-09-09 |
| Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction | Roshan Balaji et al. | 2025-09-11 |
| Cycle is All You Need: More Is Different | Xin Li | 2025-09-15 |
| Are Prompts All You Need? Evaluating Prompt-Based Large Language Models (LLM)s for Software Requirements Classification | Manal Binkhonain et al. | 2025-09-17 |
| Pipeline Parallelism is All You Need for Optimized Early-Exit Based Self-Speculative Decoding | Ruanjun Li et al. | 2025-09-19 |
| Ideal Registration? Segmentation is All You Need | Xiang Chen et al. | 2025-09-19 |
| A Single Image Is All You Need: Zero-Shot Anomaly Localization Without Training Data | Mehrdad Moradi et al. | 2025-09-22 |
| AutoClimDS: Climate Data Science Agentic AI -- A Knowledge Graph is All You Need | Ahmed Jaber et al. | 2025-09-25 |
| SVAC: Scaling Is All You Need For Referring Video Object Segmentation | Li Zhang et al. | 2025-09-28 |
| CURA: Size Isnt All You Need -- A Compact Universal Architecture for On-Device Intelligence | Jae-Bum Seo et al. | 2025-09-29 |
| Is Sequence Information All You Need for Bayesian Optimization of Antibodies? | Sebastian W. Ober et al. | 2025-09-29 |
| Indirect Prompt Injections: Are Firewalls All You Need, or Stronger Benchmarks? | Rishika Bhagwatkar et al. | 2025-10-06 |
| Diversity Is All You Need for Contrastive Learning: Spectral Bounds on Gradient Magnitudes | Peter Ochieng | 2025-10-07 |
| A Small Collusion is All You Need | Yotam Gafni | 2025-10-07 |
| Slicing Is All You Need: Towards A Universal One-Sided Algorithm for Distributed Matrix Multiplication | Benjamin Brock et al. | 2025-10-10 |
| Scaling Law in LLM Simulated Personality: More Detailed and Realistic Persona Profile Is All You Need | Yuqi Bai et al. | 2025-10-10 |
| LLMs are All You Need? Improving Fuzz Testing for MOJO with Large Language Models | Linghan Huang et al. | 2025-10-11 |
| Context-Selective State Space Models: Feedback is All You Need | Riccardo Zattra et al. | 2025-10-15 |
| Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following | Qingyu Ren et al. | 2025-10-16 |
| Architecture Is All You Need: Diversity-Enabled Sweet Spots for Robust Humanoid Locomotion | Blake Werner et al. | 2025-10-16 |
| Attention Is All You Need for KV Cache in Diffusion LLMs | Quan Nguyen-Tri et al. | 2025-10-16 |
| All You Need is One: Capsule Prompt Tuning with a Single Vector | Yiyang Liu et al. | 2025-10-19 |
| FineVision: Open Data Is All You Need | Luis Wiedmann et al. | 2025-10-20 |
| SITS-DECO: A Generative Decoder Is All You Need For Multitask Satellite Image Time Series Modelling | Samuel J. Barrett et al. | 2025-10-21 |
| Triangle Multiplication Is All You Need For Biomolecular Structure Representations | Jeffrey Ouyang-Zhang et al. | 2025-10-21 |
| Some Attention is All You Need for Retrieval | Felix Michalak et al. | 2025-10-21 |
| Noise is All You Need: Solving Linear Inverse Problems by Noise Combination Sampling with Diffusion Models | Xun Su et al. | 2025-10-24 |
| Revisiting Social Welfare in Bandits: UCB is (Nearly) All You Need | Dhruv Sarkar et al. | 2025-10-24 |
| Enpowering Your Pansharpening Models with Generalizability: Unified Distribution is All You Need | Yongchuan Cui et al. | 2025-10-25 |
| Key and Value Weights Are Probably All You Need: On the Necessity of the Query, Key, Value weight Triplet in Self-Attention Transformers | Marko Karbevski et al. | 2025-10-27 |
| All You Need for Object Detection: From Pixels, Points, and Prompts to Next-Gen Fusion and Multimodal LLMs/VLMs in Autonomous Vehicles | Sayed Pedram Haeri Boroujeni et al. | 2025-10-30 |
| Attractors Is All You Need: Parity Games In Polynomial Time | Rick van der Heijden | 2025-11-04 |
| Block Rotation is All You Need for MXFP4 Quantization | Yuantian Shao et al. | 2025-11-06 |
| Reasoning Is All You Need for Urban Planning AI | Sijie Yang et al. | 2025-11-07 |
| Probabilities Are All You Need: A Probability-Only Approach to Uncertainty Estimation in Large Language Models | Manh Nguyen et al. | 2025-11-10 |
| CLIP is All You Need for Human-like Semantic Representations in Stable Diffusion | Cameron Braunstein et al. | 2025-11-11 |
| Attention via Synaptic Plasticity is All You Need: A Biologically Inspired Spiking Neuromorphic Transformer | Kallol Mondal et al. | 2025-11-18 |
| One Walk is All You Need: Data-Efficient 3D RF Scene Reconstruction with Human Movements | Yiheng Bian et al. | 2025-11-21 |
| CAMformer: Associative Memory is All You Need | Tergel Molom-Ochir et al. | 2025-11-24 |
| Low-Resolution Editing is All You Need for High-Resolution Editing | Junsung Lee et al. | 2025-11-25 |
| One Patch is All You Need: Joint Surface Material Reconstruction and Classification from Minimal Visual Cues | Sindhuja Penchala et al. | 2025-11-25 |
| Experts are all you need: A Composable Framework for Large Language Model Inference | Shrihari Sridharan et al. | 2025-11-28 |
| Iterative convergence in phase-field brittle fracture computations: exact line search is all you need | Jonas Heinzmann et al. | 2025-11-28 |
| "All You Need" is Not All You Need for a Paper Title: On the Origins of a Scientific Meme | Anton Alyakin | 2025-12-03 |
| Distance Is All You Need: Radial Dispersion for Uncertainty Estimation in Large Language Models | Manh Nguyen et al. | 2025-12-04 |
| Is GPT-OSS All You Need? Benchmarking Large Language Models for Financial Intelligence and the Surprising Efficiency Paradox | Ziqian Bi et al. | 2025-12-09 |
| Attention is All You Need to Defend Against Indirect Prompt Injection Attacks in LLMs | Yinan Zhong et al. | 2025-12-09 |
| DB2-TransF: All You Need Is Learnable Daubechies Wavelets for Time Series Forecasting | Moulik Gupta et al. | 2025-12-10 |
| Belief Is All You Need: Modeling Narrative Archetypes in Conspiratorial Discourse | Soorya Ram Shimgekar et al. | 2025-12-10 |
| Workflow is All You Need: Escaping the "Statistical Smoothing Trap" via High-Entropy Information Foraging and Adversarial Pacing | Zhongjie Jiang | 2025-12-10 |
| FAIR: Focused Attention Is All You Need for Generative Recommendation | Longtao Xiao et al. | 2025-12-12 |
| One Permutation Is All You Need: Fast, Reliable Variable Importance and Model Stress-Testing | Albert Dorador | 2025-12-15 |
| Keyword search is all you need: Achieving RAG-Level Performance without vector databases using agentic tool use | Shreyas Subramanian et al. | 2025-12-19 |
| Increasing the Thinking Budget is Not All You Need | Ignacio Iacobacci et al. | 2025-12-22 |
| Fusion or Confusion? Multimodal Complexity Is Not All You Need | Tillmann Rheude et al. | 2025-12-28 |
| Self-Verification is All You Need To Pass The Japanese Bar Examination | Andrew Shin | 2026-01-06 |
| Attention Isn't All You Need for Emotion Recognition:Domain Features Outperform Transformers on the EAV Dataset | Anmol Guragain | 2026-01-07 |
| CliffordNet: All You Need is Geometric Algebra | Zhongping Ji | 2026-01-11 |
| Exchange Is All You Need for Remote Sensing Change Detection | Sijun Dong et al. | 2026-01-12 |
| From Everything-is-a-File to Files-Are-All-You-Need: How Unix Philosophy Informs the Design of Agentic AI Systems | Deepak Babu Piskala | 2026-01-16 |
| Space Filling Curves is All You Need: Communication-Avoiding Matrix Multiplication Made Simple | Evangelos Georganas et al. | 2026-01-22 |
| LLM is Not All You Need: A Systematic Evaluation of ML vs. Foundation Models for text and image based Medical Classification | Meet Raval et al. | 2026-01-23 |
| The Script is All You Need: An Agentic Framework for Long-Horizon Dialogue-to-Cinematic Video Generation | Chenyu Mu et al. | 2026-01-25 |
| OffSeeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents | Yuhang Zhou et al. | 2026-01-26 |
| Parametric Knowledge is Not All You Need: Toward Honest Large Language Models via Retrieval of Pretraining Data | Christopher Adrian Kusuma et al. | 2026-01-29 |
| Is Softmax Loss All You Need? A Principled Analysis of Softmax-family Loss | Yuanhao Pu et al. | 2026-01-30 |
| Text is All You Need for Vision-Language Model Jailbreaking | Yihang Chen et al. | 2026-01-31 |
| Oscillators Are All You Need: Irregular Time Series Modelling via Damped Harmonic Oscillators with Closed-Form Solutions | Yashas Shende et al. | 2026-02-12 |
| One Good Source is All You Need: Near-Optimal Regret for Bandits under Heterogeneous Noise | Amith Bhat et al. | 2026-02-16 |
| A Single Image and Multimodality Is All You Need for Novel View Synthesis | Amirhosein Javadi et al. | 2026-02-20 |
| Capabilities Ain't All You Need: Measuring Propensities in AI | Daniel Romero-Alvarado et al. | 2026-02-20 |
| Discernment is all you need | David Fuenmayor | 2026-02-23 |
| Extending Sequence Length is Not All You Need: Effective Integration of Multimodal Signals for Gene Expression Prediction | Zhao Yang et al. | 2026-02-25 |
| Off-The-Shelf Image-to-Image Models Are All You Need To Defeat Image Protection Schemes | Xavier Pleimling et al. | 2026-02-25 |
| Attention Smoothing Is All You Need For Unlearning | Saleh Zare Zade et al. | 2026-03-01 |
| Convex and Non-convex Federated Learning with Stale Stochastic Gradients: Diminishing Step Size is All You Need | Xinran Zheng et al. | 2026-03-03 |
| MoE Lens -- An Expert Is All You Need | Marmik Chaudhari et al. | 2026-03-06 |
| GSVD for Geometry-Grounded Dataset Comparison: An Alignment Angle Is All You Need | Eduarda de Souza Marques et al. | 2026-03-10 |
| Utility Function is All You Need: LLM-based Congestion Control | Neta Rozen-Schiff et al. | 2026-03-11 |
| Terminal Is All You Need: Design Properties for Human-AI Agent Collaboration | Alexandre De Masi | 2026-03-11 |
| Context is all you need: Towards autonomous model-based process design using agentic AI in flowsheet simulations | Pascal Schäfer et al. | 2026-03-13 |
| Simple is Better: Multiplication May Be All You Need for LLM Request Scheduling | Dingyan Zhang et al. | 2026-03-16 |
| EMA Is Not All You Need: Mapping the Boundary Between Structure and Content in Recurrent Context | Arth Singh | 2026-03-17 |
| The Residual Stream Is All You Need: On the Redundancy of the KV Cache in Transformer Inference | Kaleem Ullah Qasim et al. | 2026-03-20 |
| Compression is all you need: Modeling Mathematics | Vitaly Aksenov et al. | 2026-03-20 |
| SparseDriveV2: Scoring is All You Need for End-to-End Autonomous Driving | Wenchao Sun et al. | 2026-03-31 |
| Internal APIs Are All You Need: Shadow APIs, Shared Discovery, and the Case Against Browser-First Agent Architectures | Lewis Tham et al. | 2026-04-01 |
| Fuzzing with Agents? Generators Are All You Need | Vasudev Vikram et al. | 2026-04-01 |
| Context is All You Need | Jean Erik Delanois et al. | 2026-04-06 |
| Synthesis4AD: Synthetic Anomalies are All You Need for 3D Anomaly Detection | Yihan Sun et al. | 2026-04-06 |
| Location Is All You Need: Continuous Spatiotemporal Neural Representations of Earth Observation Data | Mojgan Madadikhaljan et al. | 2026-04-08 |
| A Little Rank Goes a Long Way: Random Scaffolds with LoRA Adapters Are All You Need | Hananel Hazan et al. | 2026-04-09 |
| Perception Is All You Need: A Neuroscience Framework for Low Cost Sensorless Gaze in HRI | Mason Kadem | 2026-04-10 |
| Is Sliding Window All You Need? An Open Framework for Long-Sequence Recommendation | Sayak Chakrabarty et al. | 2026-04-14 |
| Magnitude Is All You Need? Rethinking Phase in Quantum Encoding of Complex SAR Data | Sakthi Prabhu Gunasekar et al. | 2026-04-14 |
| English is Not All You Need: Systematically Exploring the Role of Multilinguality in LLM Post-Training | Mehak Dhaliwal et al. | 2026-04-14 |
| AppAgent-Claw: CLI Is All You Need for GUI Automation | Zhixue Song et al. | 2026-04-15 |
| AI Tool Discovery at Scale: All You Need is DNS | Enhao Chen et al. | 2026-04-19 |
| Easy Samples Are All You Need: Self-Evolving LLMs via Data-Efficient Reinforcement Learning | Zhiyin Yu et al. | 2026-04-19 |
| Tool Attention Is All You Need: Dynamic Tool Gating and Lazy Schema Loading for Eliminating the MCP/Tools Tax in Scalable Agentic Workflows | Anuj Sadani et al. | 2026-04-23 |
| Multimodal LLMs are not all you need for Pediatric Speech Language Pathology | Darren Fürst et al. | 2026-04-29 |
| Perturbation is All You Need for Extrapolating Language Models | Zetai Cen et al. | 2026-05-05 |
| Two Steps Are All You Need: Efficient 3D Point Cloud Anomaly Detection with Consistency Models | Pranav A et al. | 2026-05-06 |
| Backbone is All You Need: Assessing Vulnerabilities of Frozen Foundation Models in Synthetic Image Forensics | Chiara Musso et al. | 2026-05-13 |
| Attention Once Is All You Need: Efficient Streaming Inference with Stateful Transformers | Victor Norgren | 2026-05-13 |
| Is Grep All You Need? How Agent Harnesses Reshape Agentic Search | Sahil Sen et al. | 2026-05-14 |
| MaTe: Images Are All You Need for Material Transfer via Diffusion Transformer | Nisha Huang et al. | 2026-05-15 |
| A Single Atlas is All You Need: Decoder-Side Gaussian Splatting for Immersive Video | Dawid Mieloch et al. | 2026-05-16 |
| Protection Is (Nearly) All You Need: Structural Protection Dominates Scoring in Globally Capped KV Eviction | Gabriel Garcia | 2026-05-18 |
| One Developer Is All You Need: A Case Study of an AI-Augmented One-Person Squad in a Brownfield Enterprise | Marcelo Vilas Boas et al. | 2026-05-18 |
| Therm-FM: Foundation Model is ALL YOU NEED for 3D-ICs Thermal Simulation | Zhen Huang et al. | 2026-05-21 |
| Identity is All You Need. | Ahri Steele | 2026-05-22 |
| Names Are All You Need: Effective and Safe Regression Test Selection for Python | You Wang et al. | 2026-05-25 |
| PhyPush: One Push is All You Need for Sensorless Physical Property Estimation with Physics-Guided Transformers | Koyo Fujii et al. | 2026-05-25 |
| Prompting Is All You Need: Multi-view Prompting Large Language Models for Aspect-Based Sentiment Analysis | Nils Constantin Hellwig et al. | 2026-05-27 |
| FP8 is All You Need (Part 1): Debunking Hardware FP64 as the HPC Holy Grail (Sep 3rd version) | Satoshi Matsuoka | 2026-05-28 |
| FP8 is All You Need (Part 2): Full-FP64 3-D FFT on FP8-Generation Tensor CoresThe Integer-Epilogue Wall and the Minimal Hardware That Would Remove It | Satoshi Matsuoka | 2026-05-28 |
| IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation | Hao Wu et al. | 2026-05-28 |
| Physics Is All You Need? A Case Study in Physicist-Supervised AI Development of Scientific Software | Nhat-Minh Nguyen | 2026-05-28 |
| Annotations Are Not All You Need: A Cross-modal Knowledge Transfer Network for Unsupervised Temporal Sentence Grounding | Xiang Fang et al. | 2026-05-29 |
| The Right Inference Strategy Is All You Need: Nearly Training-Free Domain-Wise Inference for EgoCross Challenge | Leyi Wu et al. | 2026-05-30 |
| Forget Attention: Importance-Aware Attention Is All You Need | Suhyeong Shin et al. | 2026-06-01 |
| One Transit Is All You Need: Detecting Exoplanets Through Learned Stellar Behaviour with EXOVEIL | Pratik Priyanshu | 2026-06-01 |
| Black-box, Adaptive, Efficient, Transferable, Harmful, Applicable... Attacks Are All You Need to Break LLMs | Vincent Limbach et al. | 2026-06-02 |
| Dual-Stream MLP is All You Need for CTR Prediction | Kesha Ou et al. | 2026-06-03 |
| Is Text All You Need? Text as a Universal Information Bottleneck for Speech LLMs | Ming-Hao Hsu et al. | 2026-06-08 |
| A Source Domain is All You Need: Source-Only Cross-OS Transfer Learning for APT Anomaly Detection via Semantic Alignment and Optimal Transport | Sidahmed Benabderrahmanea et al. | 2026-06-08 |
| 5% > 100%: Flatness Preference is All You Need for Multimodal Parameter-Efficient Fine-Tuning | Yifan Zhu et al. | 2026-06-09 |
| A Stationary (and Therefore Compatible) Representation is All You Need | Niccolò Biondi et al. | 2026-06-10 |
| (Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable | Chen Zhu et al. | 2026-06-11 |
| EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery | Amy Xin et al. | 2026-06-11 |
| Clusters are All You Need: Pre-Training the Tsetlin Machine with Semantic Clusters from Language Models for Interpretability | Jiechao Gao et al. | 2026-06-18 |
| One Image is All You Need: Agentic One-Shot Image Generation via Text-Based World Models for Long-Tail Spatial Perception | Keqin Zeng et al. | 2026-06-18 |
| Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need | Nathan Painchaud et al. | 2026-06-24 |
| GeMoE: Gating Entropy is All You Need for Uncertainty-aware Adaptive Routing in MoE-based Large Vision-Language Models | Chaoxiang Cai et al. | 2026-06-24 |
| All you need is log | Akshay Balsubramani | 2026-06-25 |
| Position Is All You Need: A Free Lunch Token Compression Strategy for MLLM-based Referring Expression Segmentation | Yuhan Liu et al. | 2026-06-26 |
| HBM Is Not All You Need: Efficient Disaggregated LLM Serving across Memory-heterogeneous Accelerators | Zhixiang Wei et al. | 2026-06-29 |
| Behavior Cloning is Not All You Need: The Optimality of On-Policy Distillation for Noisy Expert Feedback | Ved Sriraman et al. | 2026-06-29 |
| Alignment Is All You Need For X-to-4D Generation | Qiaowei Miao et al. | 2026-07-02 |
| Modeling Normal Is All You Need: Joint Latent Clustering for Anomaly Detection in Multimodal Cyber-Physical Systems | Alexander Apartsin et al. | 2026-07-07 |
| A Good Initialization is All You Need for Faithful Visual Attribution | Zihan Gu et al. | 2026-07-07 |
| All you need is SAMPAT | Jayadeva et al. | 2026-07-10 |
| Is Energy Guidance All You Need? Training-Free Norm Injection for Driving World Models | Xiyan Su et al. | 2026-07-12 |
| Optimization Is Not All You Need | Minh Hua et al. | 2026-07-13 |
| Boolean queries are all you need? | Charles L. A. Clarke et al. | 2026-07-13 |
| Accepted Prefixes Are Not All You Need: A Negative Result on PEFT-Based Block-Diffusion Drafting | Abdurrahman Javat et al. | 2026-07-14 |
| Is Progressive Disclosure All You Need for Long-Context Agents? | Yifeng He et al. | 2026-07-20 |
| One Round Is All You Need: Analytic Federated Learning for Task-Heterogeneous Multi-Label Medical Image Classification | Afsaneh Mahanipour et al. | 2026-07-22 |
| Information is all you need: Requirements Engineering Quality Reframed | Henning Femmer et al. | 2026-07-23 |
| Focus Is All You Need: Adaptive Goal-aware Attention Orchestration for Multi-Agent Graph Systems | Mingzhou Fan et al. | 2026-07-26 |
| Tokens are All You Need: Dual-purpose Semantic IDs for Achieving LLM-Level I/O Efficiency in recommendation systems | Baolei Li et al. | 2026-07-26 |
| Alignment Is All You Need: Instruction-Free Training for General Audio-Language Models | Xuanru Zhou et al. | 2026-07-28 |
| MeshFM: 2D Features Are All You Need for 3D Shape Understanding | Jinfan Zhou et al. | 2026-07-30 |
| Freemium Is All You Need | Maxim Bichuch et al. | 2026-08-01 |
| Checked-In Secret Detection: Strings Are All You Need | Zhengdong Huang et al. | 2026-08-05 |
| Align-RAG: Alignment Is All You Need for TSFM In-Context Learning | Mohammad Asadi et al. | 2026-08-06 |
| VDGR-RAG: Vectors, Directories, Graphs, and Reflection Are All You Need for Unified Reasoning over Hierarchical Enterprise Knowledge | Wenqi Chen et al. | 2026-08-08 |
| XGBoost "is all you need": the case of forecasting transmitted heat energy in District Heating Systems | Milan Zdravković | 2026-08-11 |
| UniCon-Former: Unified Convolution Transformer is All You Need for Hand Gesture Recognition | Mallika Garg et al. | 2026-08-13 |
| A Few Cases Are All You Need: An Empirical Study of Annotation-Efficient LoRA Fine-Tuning of MedSAM3 | Sachin Dudda Nagaraju et al. | 2026-08-19 |
| Ask Self, Ask Others: Relation Is All You Need | Yuting Ge et al. | 2026-08-20 |
| Is Visual Prompting All You Need? Studying VLM Spatial Reasoning under Progressive Visual Scaffolds | Lars Benedikt Kaesberg et al. | 2026-08-21 |
| BioMed-Agent-RL: A Meta Learning, All You Need for Biomedical Applications | Md Asaduzzaman Jabin et al. | 2026-08-22 |
| All You Need Is Non-Commutative Words | Carla M. Quispe Flores et al. | 2026-08-29 |
| A Glance Is All You Need: Single-Pass Fine-Grained Image Captioning with SimLoss | Suryaansh Jain et al. | 2026-09-01 |
| Design Docs Are All You Need: An AI-native Machine-Learning Performance Tool | Samuel Kushnir et al. | 2026-09-04 |
| Is Bash All You Need? An Empirical Study of Tool Interfaces for Enterprise Digital Worker Agents | Hazel Mak et al. | 2026-09-10 |
| Revisiting Avatar-As-Image: High-Fidelity Registration is All You Need | Margaret Kostyrko et al. | 2026-09-10 |
| Function Name Is All You Need to Detect Blockchain Application Attacks | Rui Xi et al. | 2026-09-11 |
| Attention Is All You Need (to Avoid Spurious Oscillations) | Jinyoung Jeong et al. | 2026-09-11 |
| Origin Is All You Need: Provenance-Aware Transformers for Structural Trust-Boundary Separation | Yuxuan Zhang et al. | 2026-09-17 |
