Projects

Research on product attribute completion using graph-based representations of catalog items, categories, and interactions.

Methods for interpreting model decisions in face recognition and related visual recognition settings, with attention to robustness and bias analysis.

Study of EEG and fMRI signals for brain decoding, assistive interfaces, and analysis of neural representations.

Retrieval methods for locating relevant moments in long videos using text or visual queries, with emphasis on accuracy and retrieval efficiency.