All Publications by Year

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2023

WACV 2023

PatchZero: Defending against Adversarial Patch Attacks by Detecting and Zeroing the Patch

Ke Xu*, Yao Xiao*, Zhaoheng Zheng, Kaijie Cai, Ram Nevatia.

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023.
[Abstract] [Paper] [Bibtex]

WACV 2023

Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization

Yunhao Ge, Zhi Xu, Yao Xiao, Gan Xin, Yunkui Pang, Laurent Itti.

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023.
[Abstract] [Paper] [Bibtex]

2022

ECCV 2022

Contributions of Shape, Texture, and Color in Visual Recognition

Yunhao Ge*, Yao Xiao*, Zhi Xu, Xingrui Wang, Laurent Itti.

European Conference on Computer Vision (ECCV), 2022.
[Abstract] [Paper] [Code] [Bibtex]

2021

CVPR 2021

A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts

Yunhao Ge, Yao Xiao, Zhi Xu, Meng Zheng, Srikrishna Karanam, Terrence Chen, Laurent Itti and Ziyan Wu.

IEEE/ CVF International Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[Abstract] [Paper] [Code] [Website] [Video] [Poster] [Bibtex]

ACII 2021, Oral

Contrastive Learning for Domain Transfer in Cross-Corpus Emotion Recognition

Yufeng Yin, Liupei Lu, Yao Xiao, Zhi Xu, Kaijie Cai, Haonan Jiang, Jonathan Gratch, Mohammad Soleymani.

The 9th International Conference on Affective Computing & Intelligent Interaction (ACII) 2021. Oral, acceptance rate 23.6%.
[Abstract] [Paper] [Code] [Video] [Bibtex]