CoLLM: A Large Language Model for Composed Image Retrieval

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Multi-Text Composed Image Retrieval (MTCIR) dataset from the paper. Please refer to LLaVA-Pretrain to obtain the images.

Accepted at CVPR 2025

Work is a part of Summer Internship 2024 at Amazon

Please refer to our paper for details.

Citation

If you find CoLLM useful in your research, please cite the following paper:

@InProceedings{huynh2025collm,
    author    = {Huynh, Chuong and Yang, Jinyu and Tawari, Ashish and Shah, Mubarak and Tran, Son and Hamid, Raffay and Chilimbi, Trishul and Shrivastava, Abhinav},
    title     = {CoLLM: A Large Language Model for Composed Image Retrieval},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    year      = {2025}
}