27 citations · 29 across the 5 of their papers we have counts for
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cs.CV2022★ 1 cited
Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning
Kaiyou Song, Shan Zhang, Zihao An +3
In contrastive self-supervised learning, the common way to learn discriminative representation is to pull different augmented "views" of the same image closer while pushing all oth…
cs.CV2021
Learning to See by Looking at Noise
Manel Baradad, Jonas Wulff, Tongzhou Wang +2
Current vision systems are trained on huge datasets, and these datasets come with costs: curation is expensive, they inherit human biases, and there are concerns over privacy and u…