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Pose-disentangled Contrastive Learning for Self-supervised Facial Representation


Nov 24, 2022
Yuanyuan Liu, Wenbin Wang, Yibing Zhan, Zhe Chen, Shaoze Feng, Kejun Liu

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TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack


Oct 27, 2022
Yu Cao, Dianqi Li, Meng Fang, Tianyi Zhou, Jun Gao, Yibing Zhan, Dacheng Tao

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* Accepted by EMNLP 2022 (long), 9 pages main + 2 pages references + 7 pages appendix 

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Vega-MT: The JD Explore Academy Translation System for WMT22


Sep 21, 2022
Changtong Zan, Keqin Peng, Liang Ding, Baopu Qiu, Boan Liu, Shwai He, Qingyu Lu, Zheng Zhang, Chuang Liu, Weifeng Liu, Yibing Zhan, Dacheng Tao

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* WMT 2022 (Among all constrained systems, Vega-MT won 7 champions, 2 runners-up and 1 third place w.r.t sacreBLEU, and won 8 champions and 2 runners-up w.r.t COMET.) 

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Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition


Sep 07, 2022
Mengya Han, Yibing Zhan, Yong Luo, Bo Du, Han Hu, Yonggang Wen, Dacheng Tao

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Improving Adversarial Robustness via Mutual Information Estimation


Jul 25, 2022
Dawei Zhou, Nannan Wang, Xinbo Gao, Bo Han, Xiaoyu Wang, Yibing Zhan, Tongliang Liu

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* This version has modified Eq.2 and its proof in the published version 

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Hierarchical Semi-Supervised Contrastive Learning for Contamination-Resistant Anomaly Detection


Jul 24, 2022
Gaoang Wang, Yibing Zhan, Xinchao Wang, Mingli Song, Klara Nahrstedt

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Learning Graph Neural Networks for Image Style Transfer


Jul 24, 2022
Yongcheng Jing, Yining Mao, Yiding Yang, Yibing Zhan, Mingli Song, Xinchao Wang, Dacheng Tao

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* Accepted to ECCV 2022 

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Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks


Jul 19, 2022
Chuang Liu, Xueqi Ma, Yibing Zhan, Liang Ding, Dapeng Tao, Bo Du, Wenbin Hu, Danilo Mandic

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* 29 pages, 27 figures, submitting to IEEE TNNLS 

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CLNode: Curriculum Learning for Node Classification


Jun 15, 2022
Xiaowen Wei, Weiwei Liu, Yibing Zhan, Du Bo, Wenbin Hu

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Pluralistic Image Completion with Probabilistic Mixture-of-Experts


May 18, 2022
Xiaobo Xia, Wenhao Yang, Jie Ren, Yewen Li, Yibing Zhan, Bo Han, Tongliang Liu

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