Piyush Nitin Bagad

Chirality in Action: Time-Aware Video Representation Learning by Latent Straightening

Our objective is to develop compact video representations that are sensitive to visual change over time. To measure such time-sensitivity, we introduce a new task: chiral action recognition, where one needs to distinguish between a pair of temporally opposite actions, such as “opening vs. closing a…