Bhalla, Usha

8 publications

ICLRW 2025 Building Bridges, Not Walls: Advancing Interpretability by Unifying Feature, Data, and Model Component Attribution Shichang Zhang, Tessa Han, Usha Bhalla, Himabindu Lakkaraju

ICMLW 2024 All Roads Lead to Rome? Exploring Representational Similarities Between Latent Spaces of Generative Image Models Charumathi Badrinath, Usha Bhalla, Alex Oesterling, Suraj Srinivas, Himabindu Lakkaraju

ICMLW 2024 All Roads Lead to Rome? Exploring Representational Similarities Between Latent Spaces of Generative Image Models Charumathi Badrinath, Usha Bhalla, Alex Oesterling, Suraj Srinivas, Himabindu Lakkaraju

ICMLW 2024 All Roads Lead to Rome? Exploring Representational Similarities Between Latent Spaces of Generative Image Models Charumathi Badrinath, Usha Bhalla, Alex Oesterling, Suraj Srinivas, Himabindu Lakkaraju

NeurIPS 2024 Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) Usha Bhalla, Alex Oesterling, Suraj Srinivas, Flavio P. Calmon, Himabindu Lakkaraju

NeurIPS 2023 Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability Usha Bhalla, Suraj Srinivas, Himabindu Lakkaraju

TMLR 2023 Do Vision-Language Pretrained Models Learn Composable Primitive Concepts? Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun

ICMLW 2023 Verifiable Feature Attributions: A Bridge Between Post Hoc Explainability and Inherent Interpretability Usha Bhalla, Suraj Srinivas, Himabindu Lakkaraju