10 citations · 10 across the 1 of their papers we have counts for
3 papers
cs.CV2021
ResT: An Efficient Transformer for Visual Recognition
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. Unlike existing Transformer m…
cs.CV2021
Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks
Qinglong Zhang, Lu Rao, Yubin Yang
In this paper, we propose an efficient saliency map generation method, called Group score-weighted Class Activation Mapping (Group-CAM), which adopts the "split-transform-merge" st…
cs.LG2020★ 10 cited
On the Limitations of Denoising Strategies as Adversarial Defenses
Zhonghan Niu, Zhaoxi Chen, Linyi Li +3
As adversarial attacks against machine learning models have raised increasing concerns, many denoising-based defense approaches have been proposed. In this paper, we summarize and…