23 citations · 40 across the 3 of their papers we have counts for
3 papers
cs.CV2023★ 3 cited
Vision Transformer with Attention Map Hallucination and FFN Compaction
Haiyang Xu, Zhichao Zhou, Dongliang He +2
Vision Transformer(ViT) is now dominating many vision tasks. The drawback of quadratic complexity of its token-wise multi-head self-attention (MHSA), is extensively addressed via e…
cs.CV2019★ 14 cited
Multi-Label Classification with Label Graph Superimposing
Ya Wang, Dongliang He, Fu Li +4
Images or videos always contain multiple objects or actions. Multi-label recognition has been witnessed to achieve pretty performance attribute to the rapid development of deep lea…
cs.CV2018★ 23 cited
StNet: Local and Global Spatial-Temporal Modeling for Action Recognition
Dongliang He, Zhichao Zhou, Chuang Gan +5
Despite the success of deep learning for static image understanding, it remains unclear what are the most effective network architectures for the spatial-temporal modeling in video…