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Multi-view Action Recognition via Directed Gromov-Wasserstein Discrepancy
May 3, 2024, 4:58 a.m. | Hoang-Quan Nguyen, Thanh-Dat Truong, Khoa Luu
cs.CV updates on arXiv.org arxiv.org
Abstract: Action recognition has become one of the popular research topics in computer vision. There are various methods based on Convolutional Networks and self-attention mechanisms as Transformers to solve both spatial and temporal dimensions problems of action recognition tasks that achieve competitive performances. However, these methods lack a guarantee of the correctness of the action subject that the models give attention to, i.e., how to ensure an action recognition model focuses on the proper action subject …
abstract action recognition arxiv attention attention mechanisms become computer computer vision convolutional cs.cv dimensions however networks performances popular recognition research self-attention solve spatial tasks temporal topics transformers type via view vision
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