My research broadly aims to answer the following questions:
(1) How can we incorporate task-specific invariances for correspondence matching problems? (2) What kind of self-supervised representations help us discover these task-invariant representations? (3) What kind of transferability will these representations have? My research questions stem from my belief in specialist models instead of generalist ones.