Amita Kamath

According to our database, Amita Kamath authored at least 14 papers between 2020 and 2026.

Collaborative distances:

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

2026

Scale Can't Overcome Pragmatics: The Impact of Reporting Bias on Vision-Language Reasoning.

Amita Kamath, Jack Hessel, Khyathi Chandu Raghavi, Jena D. Hwang, Kai-Wei Chang, Ranjay Krishna

CoRR, February, 2026

Unified Text-Image Generation with Weakness-Targeted Post-Training.

Jiahui Chen, Philippe Hansen-Estruch, Xiaochuang Han, Yushi Hu, Emily Dinan, Amita Kamath, Michal Drozdzal, Reyhane Askari Hemmat, Luke Zettlemoyer, Marjan Ghazvininejad

CoRR, January, 2026

2025

GenEval 2: Addressing Benchmark Drift in Text-to-Image Evaluation.

Amita Kamath, Kai-Wei Chang, Ranjay Krishna, Luke Zettlemoyer, Yushi Hu, Marjan Ghazvininejad

CoRR, December, 2025

Visual Representations inside the Language Model.

Benlin Liu, Amita Kamath, Madeleine Grunde-McLaughlin, Winson Han, Ranjay Krishna

CoRR, October, 2025

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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

The Hard Positive Truth About Vision-Language Compositionality.

Amita Kamath, Cheng-Yu Hsieh, Kai-Wei Chang, Ranjay Krishna

Proceedings of the Computer Vision - ECCV 2024, 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