Ali Younes

Entropy-driven Unsupervised Keypoint Representation Learning in Videos

Extracting informative representations from videos is fundamental for effectively learning various downstream tasks. We present a novel approach for unsupervised learning of meaningful representations from videos, leveraging the concept of image spatial entropy (ISE) that quantifies the per-pixel in…