21 citations · 22 across the 3 of their papers we have counts for
3 papers
cs.CV2023★ 21 cited
Reversible Column Networks
Yuxuan Cai, Yizhuang Zhou, Qi Han +4
We propose a new neural network design paradigm Reversible Column Network (RevCol). The main body of RevCol is composed of multiple copies of subnetworks, named columns respectivel…
cs.CV2022★ 1 cited
Understanding Masked Image Modeling via Learning Occlusion Invariant Feature
Xiangwen Kong, Xiangyu Zhang
Recently, Masked Image Modeling (MIM) achieves great success in self-supervised visual recognition. However, as a reconstruction-based framework, it is still an open question to un…
cs.CV2022
Revisiting the Critical Factors of Augmentation-Invariant Representation Learning
Junqiang Huang, Xiangwen Kong, Xiangyu Zhang
We focus on better understanding the critical factors of augmentation-invariant representation learning. We revisit MoCo v2 and BYOL and try to prove the authenticity of the follow…