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PILC: Practical Image Lossless Compression with an End-to-end GPU Oriented Neural Framework


Jun 10, 2022
Ning Kang, Shanzhao Qiu, Shifeng Zhang, Zhenguo Li, Shutao Xia


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Learning Debiased Models with Dynamic Gradient Alignment and Bias-conflicting Sample Mining


Nov 25, 2021
Bowen Zhao, Chen Chen, Qi Ju, Shutao Xia


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WeClick: Weakly-Supervised Video Semantic Segmentation with Click Annotations


Aug 04, 2021
Peidong Liu, Zibin He, Xiyu Yan, Yong Jiang, Shutao Xia, Feng Zheng, Maowei Hu

* Accepted by ACM MM2021 Oral 

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Towards A Category-extended Object Detector without Relabeling or Conflicts


Dec 28, 2020
Bowen Zhao, Chen Chen, Wanpeng Xiao, Xi Xiao, Qi Ju, Shutao Xia


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Neural Network-based Automatic Factor Construction


Aug 14, 2020
Jie Fang, Jianwu Lin, Shutao Xia, Yong Jiang, Zhikang Xia, Xiang Liu

* Accepted by the Journal, Quantitative Finance. 21 Pages 

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Efficient Black-Box Adversarial Attack Guided by the Distribution of Adversarial Perturbations


Jun 15, 2020
Yan Feng, Baoyuan Wu, Yanbo Fan, Zhifeng Li, Shutao Xia


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Rethinking the Trigger of Backdoor Attack


Apr 09, 2020
Yiming Li, Tongqing Zhai, Baoyuan Wu, Yong Jiang, Zhifeng Li, Shutao Xia

* 13 pages 

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Toward Adversarial Robustness via Semi-supervised Robust Training


Mar 16, 2020
Yiming Li, Baoyuan Wu, Yan Feng, Yanbo Fan, Yong Jiang, Zhifeng Li, Shutao Xia

* 15 pages 

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Adversarial Attack on Deep Product Quantization Network for Image Retrieval


Feb 26, 2020
Yan Feng, Bin Chen, Tao Dai, Shutao Xia

* Accepted at AAAI20 

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