In this paper, we propose a novel self-supervised method, referred to as video Play- back Rate Perception (PRP), to learn spatio-temporal rep- resentation in a ...
Jun 20, 2020 · Abstract:In self-supervised spatio-temporal representation learning, the temporal resolution and long-short term characteristics are not yet ...
A novel self-supervised method, referred to as video Playback Rate Perception (PRP), to learn spatio-temporal representation in a simple-yet-effective way ...
In this paper, we propose a novel self-supervised method, referred to as video Play- back Rate Perception (PRP), to learn spatio-temporal rep- resentation in a ...
Video Playback Rate Perception for Self-Supervised Spatio-Temporal ...
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In this paper, we propose a novel self-supervised method, referred to as video Playback Rate Perception (PRP), to learn spatio-temporal representation in a ...
Learning. Conference Paper. Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation Learning. June 2020. June 2020. DOI:10.1109 ...
This work exploits an essential yet under-explored property of videos, the video continuity, to obtain supervision signals for self- supervised representation ...
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Mar 31, 2022 · The pretext task is defined as video playback rate perception, which utilizes temporal dilated sampling to augment video clips to multiple ...
A self-supervised learning method by predicting the variable playback speeds of a video and learning the spatio-temporal representation of the video by ...
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