Amita Kamath

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

General Purpose

Document Ranking

Spatial Reasoning

Top Venues

Publications

Adyasha Maharana, Amita Kamath, Christopher Clark, Mohit Bansal, Aniruddha Kembhavi
Exposing and Addressing Cross-Task Inconsistency in Unified Vision-Language Models. Trans. Mach. Learn. Res. 2024 (2024)
Wenbo Hu, Zi-Yi Dou, Liunian Harold Li, Amita Kamath, Nanyun Peng, Kai-Wei Chang
Matryoshka Query Transformer for Large Vision-Language Models. CoRR (2024)
Amita Kamath, Jack Hessel, Kai-Wei Chang
What's "up" with vision-language models? Investigating their struggle with spatial reasoning. EMNLP (2023)
Amita Kamath, Jack Hessel, Kai-Wei Chang
What's "up" with vision-language models? Investigating their struggle with spatial reasoning. CoRR (2023)
Adyasha Maharana, Amita Kamath, Christopher Clark, Mohit Bansal, Aniruddha Kembhavi
Exposing and Addressing Cross-Task Inconsistency in Unified Vision-Language Models. CoRR (2023)
Amita Kamath, Jack Hessel, Kai-Wei Chang
Text encoders are performance bottlenecks in contrastive vision-language models. CoRR (2023)
Amita Kamath, Jack Hessel, Kai-Wei Chang
Text encoders bottleneck compositionality in contrastive vision-language models. EMNLP (2023)
Amita Kamath, Christopher Clark, Tanmay Gupta, Eric Kolve, Derek Hoiem, Aniruddha Kembhavi
Webly Supervised Concept Expansion for General Purpose Vision Models. ECCV (36) (2022)
Amita Kamath, Christopher Clark, Tanmay Gupta, Eric Kolve, Derek Hoiem, Aniruddha Kembhavi
Webly Supervised Concept Expansion for General Purpose Vision Models. CoRR (2022)
Tanmay Gupta, Amita Kamath, Aniruddha Kembhavi, Derek Hoiem
Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture. CVPR (2022)
Tanmay Gupta, Amita Kamath, Aniruddha Kembhavi, Derek Hoiem
Towards General Purpose Vision Systems. CoRR (2021)
Amita Kamath, Robin Jia, Percy Liang
Selective Question Answering under Domain Shift. ACL (2020)
Amita Kamath, Robin Jia, Percy Liang
Selective Question Answering under Domain Shift. CoRR (2020)