Yiding Sun

Scalar rewards in on-policy distillation tell tokens to gain or lose probability without specifying where that mass should actually go—framing distillation as explicit pairwise probability transport eliminates this background leakage and beats reverse-KL across reasoning tasks.

MoSaiC captures motion dynamics in point cloud videos more effectively than existing methods, leading to superior performance in action recognition and segmentation tasks.