Abhra Chaudhuri, Anjan Dutta, Tu Bui and Serban Georgescu. "A Closer Look at Multimodal Representation Collapse". In the Proceedings of the International Conference on Machine Learning (ICML), Vancouver, Canada, 2025 (Spotlight).
Adarsh Kappiyath, Abhra Chaudhuri, Ajay Jaiswal, Ziquan Liu, Yunpeng Li, Xiatian Zhu, Lu Yin. "Sebra: Debiasing Through Self-Guided Bias Ranking". In the Proceedings of International Conference on Learning Representations (ICLR), Singapore, 2025.
Silpa Vadakkeeveetil Sreelatha*, Adarsh Kappiyath*, Abhra Chaudhuri and Anjan Dutta. "DeNetDM: Debiasing by Network Depth Modulation". In the Proceedings of Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024.
Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata and Anjan Dutta. "Relational Proxies: Fine-Grained Relationships as Zero-Shot Discriminators". In IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2024.
Abhra Chaudhuri, Serban Georgescu, and Anjan Dutta. "Learning Conditional Invariances through Non-Commutativity". In the Proceedings of International Conference on Learning Representations (ICLR), Vienna, Austria, 2024.
Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, and Anjan Dutta. "Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships". In the Proceedings of Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2023.
Abhra Chaudhuri, Ayan Kumar Bhunia, Yi-Zhe Song, and Anjan Dutta. "Data-Free Sketch-Based Image Retrieval". In the Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, June, 2023.
Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, and Anjan Dutta. "Relational Proxies: Emergent Relationships as Fine-Grained Discriminators". In the Proceedings of Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2022 (Spotlight).
Abhra Chaudhuri, Massimiliano Mancini, Yanbei Chen, Zeynep Akata, and Anjan Dutta. "Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval". In the Proceedings of British Machine Vision Conference (BMVC), London, UK, 2022.
[* denotes equal contribution]
Abhra Chaudhuri. "Multi-View Representation Learning in Computer Vision". PhD Thesis, Department of Computer Science, University of Exeter, October 2024.