68 citations · 77 across the 2 of their papers we have counts for
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cs.CV2021★ 9 cited
Can An Image Classifier Suffice For Action Recognition?
Quanfu Fan, Chun-Fu, Chen +1
We explore a new perspective on video understanding by casting the video recognition problem as an image recognition task. Our approach rearranges input video frames into super ima…
cs.CV2021★ 68 cited
IA-RED: Interpretability-Aware Redundancy Reduction for Vision Transformers
Bowen Pan, Rameswar Panda, Yifan Jiang +3
The self-attention-based model, transformer, is recently becoming the leading backbone in the field of computer vision. In spite of the impressive success made by transformers in a…