2 papers
cs.CV2022
ReplaceBlock: An improved regularization method based on background information
Zhemin Zhang, Xun Gong, Jinyi Wu
Attention mechanism, being frequently used to train networks for better feature representations, can effectively disentangle the target object from irrelevant objects in the backgr…
cs.CV2022
The Fixed Sub-Center: A Better Way to Capture Data Complexity
Zhemin Zhang, Xun Gong
Treating class with a single center may hardly capture data distribution complexities. Using multiple sub-centers is an alternative way to address this problem. However, highly cor…