TRoVe: Discovering Error-Inducing Static Feature Biases in Temporal Vision-Language Models

Maya Varma, Jean-Benoit Delbrouck, Sophie Ostmeier, Akshay Chaudhari, Curtis Langlotz. TRoVe: Discovering Error-Inducing Static Feature Biases in Temporal Vision-Language Models. In Danielle Belgrave, Cheng Zhang 0005, Laura N. Montoya, Hsuan-Tien Lin, Razvan Pascanu, Piotr Koniusz, Marzyeh Ghassemi, Nancy Chen, Iván Vladimir Meza Ruíz, Arturo Loaiza-Bonilla, editors, Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diago, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025. 2025. [doi]

Authors

Maya Varma

This author has not been identified. Look up 'Maya Varma' in Google

Jean-Benoit Delbrouck

This author has not been identified. Look up 'Jean-Benoit Delbrouck' in Google

Sophie Ostmeier

This author has not been identified. Look up 'Sophie Ostmeier' in Google

Akshay Chaudhari

This author has not been identified. Look up 'Akshay Chaudhari' in Google

Curtis Langlotz

This author has not been identified. Look up 'Curtis Langlotz' in Google