Usha Bhalla

According to our database, Usha Bhalla authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE).

Usha Bhalla, Alex Oesterling, Suraj Srinivas, Flávio P. Calmon, Himabindu Lakkaraju

CoRR, 2024

2023

Do Vision-Language Pretrained Models Learn Composable Primitive Concepts?

Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun

Trans. Mach. Learn. Res., 2023

Verifiable Feature Attributions: A Bridge between Post Hoc Explainability and Inherent Interpretability.

Usha Bhalla, Suraj Srinivas, Himabindu Lakkaraju

CoRR, 2023

Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability.

Usha Bhalla, Suraj Srinivas, Himabindu Lakkaraju

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Do Vision-Language Pretrained Models Learn Primitive Concepts?

Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun

CoRR, 2022