374 citations · 944 across the 24 of their papers we have counts for
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cs.CV2020
Self-Supervised Learning of Audio-Visual Objects from Video
Triantafyllos Afouras, Andrew Owens, Joon Son Chung +1
Our objective is to transform a video into a set of discrete audio-visual objects using self-supervised learning. To this end, we introduce a model that uses attention to localize…
cs.CV2020★ 115 cited
Space-Time Correspondence as a Contrastive Random Walk
Allan Jabri, Andrew Owens, Alexei A. Efros
This paper proposes a simple self-supervised approach for learning a representation for visual correspondence from raw video. We cast correspondence as prediction of links in a spa…