luk-st/t2i-text-localization

[ICLR 2025] Precise Parameter Localization for Textual Generation in Diffusion Models

stars

commits

Python

primary language

Jun 1, 2025

updated

t2i-text-loc.github.io/

README

Precise Parameter Localization for Textual Generation in Diffusion Models [ICLR 2025]

🛠️ Setup

pip install -r requirements_helios.txt

📈 Experiments

All the experiment running code can be found in src/ directory.

📚 Bibtex

@inproceedings{
  staniszewski2025precise,
  title={Precise Parameter Localization for Textual Generation in Diffusion Models},
  author={{\L}ukasz Staniszewski and Bartosz Cywi{\'n}ski and Franziska Boenisch and Kamil Deja and Adam Dziedzic},
  booktitle={The Thirteenth International Conference on Learning Representations},
  year={2025},
  url={https://openreview.net/forum?id=gdHtZlaaSo}
}

📚 Acknowledgements

This code has been based on Diffusers 🧨.

Contributors

cywinski

58 commits

luk-st

25 commits

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luk-st/t2i-text-localization

[ICLR 2025] Precise Parameter Localization for Textual Generation in Diffusion Models

stars

commits

Python

primary language

Jun 1, 2025

updated

t2i-text-loc.github.io/

README

Precise Parameter Localization for Textual Generation in Diffusion Models [ICLR 2025]

🛠️ Setup

pip install -r requirements_helios.txt

📈 Experiments

All the experiment running code can be found in src/ directory.

📚 Bibtex

@inproceedings{
  staniszewski2025precise,
  title={Precise Parameter Localization for Textual Generation in Diffusion Models},
  author={{\L}ukasz Staniszewski and Bartosz Cywi{\'n}ski and Franziska Boenisch and Kamil Deja and Adam Dziedzic},
  booktitle={The Thirteenth International Conference on Learning Representations},
  year={2025},
  url={https://openreview.net/forum?id=gdHtZlaaSo}
}

📚 Acknowledgements

This code has been based on Diffusers 🧨.

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The implementation of "Addressing the Training-Inference Discrepancy in Discrete Diffusion for Text…

blurgyy/CoMPaSS

[ICCV 2025] Enhancing spatial understanding in text-to-Image diffusion models

MinkaiXu/Energy-Diffusion-LLM

Reproduce ICLR2025 Energy-Based Diffusion Language Models for Text Generation

Picsart-AI-Research/Specialist-Diffusion

[CVPR 2023] Specialist Diffusion: Extremely Low-Shot Fine-Tuning of Large Diffusion Models

samyadeepbasu/LocoGen

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MichalGeyer/plug-and-play

Official Pytorch Implementation for “Plug-and-Play Diffusion Features for Text-Driven…

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SalesforceAIResearch/DiffusionDPO

Code for "Diffusion Model Alignment Using Direct Preference Optimization"

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luping-liu/LongAlign

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Jupyter Notebook

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