Selective Question Answering under Domain Shift. - Amita Kamath; Robin Jia; Percy Liang (ACL, 2020)

Towards General Purpose Vision Systems. - Tanmay Gupta; Amita Kamath; Aniruddha Kembhavi; Derek Hoiem (CoRR, 2021)

Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture. - Tanmay Gupta; Amita Kamath; Aniruddha Kembhavi; Derek Hoiem (CVPR, 2022)

Webly Supervised Concept Expansion for General Purpose Vision Models. - Amita Kamath; Christopher Clark; Tanmay Gupta; Eric Kolve; Derek Hoiem; Aniruddha Kembhavi (ECCV (36), 2022)

Text encoders bottleneck compositionality in contrastive vision-language models. - Amita Kamath; Jack Hessel; Kai-Wei Chang (EMNLP, 2023)

What's "up" with vision-language models? Investigating their struggle with spatial reasoning. - Amita Kamath; Jack Hessel; Kai-Wei Chang (EMNLP, 2023)

Text encoders are performance bottlenecks in contrastive vision-language models. - Amita Kamath; Jack Hessel; Kai-Wei Chang (CoRR, 2023)

The Hard Positive Truth About Vision-Language Compositionality. - Amita Kamath; Cheng-Yu Hsieh; Kai-Wei Chang; Ranjay Krishna (ECCV (14), 2024)

Matryoshka Query Transformer for Large Vision-Language Models. - Wenbo Hu 006; Zi-Yi Dou; Liunian Harold Li; Amita Kamath; Nanyun Peng 001; Kai-Wei Chang (NeurIPS, 2024)

Exposing and Addressing Cross-Task Inconsistency in Unified Vision-Language Models. - Adyasha Maharana; Amita Kamath; Christopher Clark; Mohit Bansal; Aniruddha Kembhavi (Trans. Mach. Learn. Res., 2024)