Class Activation Values: Lucid and Faithful Visual Interpretations for CLIP-based Text-Image Retrievals.

@inproceedings{chen-2025-class, author = {Pengxu Chen and Huazhong Liu and Jihong Ding and Xinghao Huang and Shaojun Zou and Laurence Tianruo Yang}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Class Activation Values: Lucid and Faithful Visual Interpretations for CLIP-based Text-Image Retrievals}}, booktitle = {{Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025}}, pages = {844--853}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3729923}, doi = {https://doi.org/10.1145/3726302.3729923} }