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20192022
most citedYou Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection

195 citations · 244 across the 5 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.CV2022★ 23 cited

EVA: Exploring the Limits of Masked Visual Representation Learning at Scale

Yuxin Fang, Wen Wang, Binhui Xie +6

We launch EVA, a vision-centric foundation model to explore the limits of visual representation at scale using only publicly accessible data. EVA is a vanilla ViT pre-trained to re…

cs.CV2022★ 23 cited

Corrupted Image Modeling for Self-Supervised Visual Pre-Training

Yuxin Fang, Li Dong, Hangbo Bao +2

We introduce Corrupted Image Modeling (CIM) for self-supervised visual pre-training. CIM uses an auxiliary generator with a small trainable BEiT to corrupt the input image instead…