306 citations · 406 across the 10 of their papers we have counts for
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cs.CV2021★ 77 cited
Benchmarking Detection Transfer Learning with Vision Transformers
Yanghao Li, Saining Xie, Xinlei Chen +3
Object detection is a central downstream task used to test if pre-trained network parameters confer benefits, such as improved accuracy or training speed. The complexity of object…
cs.LG2021★ 3 cited
Towards Demystifying Representation Learning with Non-contrastive Self-supervision
Xiang Wang, Xinlei Chen, Simon S. Du +1
Non-contrastive methods of self-supervised learning (such as BYOL and SimSiam) learn representations by minimizing the distance between two views of the same image. These approache…