Amita Kamath

According to our database, Amita Kamath authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Matryoshka Query Transformer for Large Vision-Language Models.

Wenbo Hu, Zi-Yi Dou, Liunian Harold Li, Amita Kamath, Nanyun Peng, Kai-Wei Chang

CoRR, 2024

2023

Text encoders are performance bottlenecks in contrastive vision-language models.

Amita Kamath, Jack Hessel, Kai-Wei Chang

CoRR, 2023

What's "up" with vision-language models? Investigating their struggle with spatial reasoning.

Amita Kamath, Jack Hessel, Kai-Wei Chang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Text encoders bottleneck compositionality in contrastive vision-language models.

Amita Kamath, Jack Hessel, Kai-Wei Chang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Webly Supervised Concept Expansion for General Purpose Vision Models.

Amita Kamath, Christopher Clark, Tanmay Gupta, Eric Kolve, Derek Hoiem, Aniruddha Kembhavi

Proceedings of the Computer Vision - ECCV 2022, 2022

Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture.

Tanmay Gupta, Amita Kamath, Aniruddha Kembhavi, Derek Hoiem

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Towards General Purpose Vision Systems.

Tanmay Gupta, Amita Kamath, Aniruddha Kembhavi, Derek Hoiem

CoRR, 2021

2020

Selective Question Answering under Domain Shift.

Amita Kamath, Robin Jia, Percy Liang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020