Search Results for author: YuBin Yang

Found 3 papers, 2 papers with code

ResT: An Efficient Transformer for Visual Recognition

4 code implementations NeurIPS 2021 Qinglong Zhang, YuBin Yang

This paper presents an efficient multi-scale vision Transformer, called ResT, that capably served as a general-purpose backbone for image recognition.

Image Classification

Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks

1 code implementation25 Mar 2021 Qinglong Zhang, Lu Rao, YuBin Yang

In each group, the sub-activations are summed and de-noised as an initial mask.

On the Limitations of Denoising Strategies as Adversarial Defenses

no code implementations17 Dec 2020 Zhonghan Niu, Zhaoxi Chen, Linyi Li, YuBin Yang, Bo Li, JinFeng Yi

Surprisingly, our experimental results show that even if most of the perturbations in each dimension is eliminated, it is still difficult to obtain satisfactory robustness.

Denoising

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