Self-Supervised Spatio-Temporal Representation Learning Using Variable Playback Speed Prediction

5 Mar 2020Hyeon ChoTaehoon KimHyung Jin ChangWonjun Hwang

We propose a self-supervised learning method by predicting the variable playback speeds of a video. Without semantic labels, we learn the spatio-temporal representation of the video by leveraging the variations in the visual appearance according to different playback speeds under the assumption of temporal coherence... (read more)

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