2.7k citations · 2.7k across the 13 of their papers we have counts for
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cs.CV2023★ 8 cited
MMViT: Multiscale Multiview Vision Transformers
Yuchen Liu, Natasha Ong, Kaiyan Peng +8
We present Multiscale Multiview Vision Transformers (MMViT), which introduces multiscale feature maps and multiview encodings to transformer models. Our model encodes different vie…
cs.CV2023
SVT: Supertoken Video Transformer for Efficient Video Understanding
Chenbin Pan, Rui Hou, Hanchao Yu +3
Whether by processing videos with fixed resolution from start to end or incorporating pooling and down-scaling strategies, existing video transformers process the whole video conte…
cs.CV2021★ 3 cited
Self-attention based anchor proposal for skeleton-based action recognition
Ruijie Hou, Zhao Wang
Skeleton sequences are widely used for action recognition task due to its lightweight and compact characteristics. Recent graph convolutional network (GCN) approaches have achieved…