Search Results for author: Ali Younes

Found 2 papers, 1 papers with code

Entropy-driven Unsupervised Keypoint Representation Learning in Videos

1 code implementation30 Sep 2022 Ali Younes, Simone Schaub-Meyer, Georgia Chalvatzaki

Two original information-theoretic losses, computed from local entropy, guide our model to discover consistent keypoint representations; a loss that maximizes the spatial information covered by the keypoints and a loss that optimizes the keypoints' information transportation over time.

Representation Learning

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