2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.CV2022
Self-Supervised Implicit Attention: Guided Attention by The Model Itself
Jinyi Wu, Xun Gong, Zhemin Zhang
We propose Self-Supervised Implicit Attention (SSIA), a new approach that adaptively guides deep neural network models to gain attention by exploiting the properties of the models…
cs.CV2022★ 2 cited
Positional Label for Self-Supervised Vision Transformer
Zhemin Zhang, Xun Gong
Positional encoding is important for vision transformer (ViT) to capture the spatial structure of the input image. General effectiveness has been proven in ViT. In our work we prop…
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…