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CAINNFlow: Convolutional block Attention modules and Invertible Neural Networks Flow for anomaly detection and localization tasks



Ruiqing Yan , Fan Zhang , Mengyuan Huang , Wu Liu , Dongyu Hu , Jinfeng Li , Qiang Liu , Jingrong Jiang , Qianjin Guo , Linghan Zheng


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Backdoor Pre-trained Models Can Transfer to All



Lujia Shen , Shouling Ji , Xuhong Zhang , Jinfeng Li , Jing Chen , Jie Shi , Chengfang Fang , Jianwei Yin , Ting Wang


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Counterfactual Adversarial Learning with Representation Interpolation



Wei Wang , Boxin Wang , Ning Shi , Jinfeng Li , Bingyu Zhu , Xiangyu Liu , Rong Zhang

* Accepted to Findings of EMNLP 2021 

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Incorporating External POS Tagger for Punctuation Restoration



Ning Shi , Wei Wang , Boxin Wang , Jinfeng Li , Xiangyu Liu , Zhouhan Lin

* Accepted to Interspeech 2021 

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Annotating Columns with Pre-trained Language Models



Yoshihiko Suhara , Jinfeng Li , Yuliang Li , Dan Zhang , Çağatay Demiralp , Chen Chen , Wang-Chiew Tan


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QAIR: Practical Query-efficient Black-Box Attacks for Image Retrieval



Xiaodan Li , Jinfeng Li , Yuefeng Chen , Shaokai Ye , Yuan He , Shuhui Wang , Hang Su , Hui Xue


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Enhancing Model Robustness By Incorporating Adversarial Knowledge Into Semantic Representation



Jinfeng Li , Tianyu Du , Xiangyu Liu , Rong Zhang , Hui Xue , Shouling Ji

* Accepted to ICASSP 2021. 5 pages, 3 tables, 5 figures 

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Learning Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation with Few Labeled Source Samples



Jinfeng Li , Weifeng Liu , Yicong Zhou , Jun Yu , Dapeng Tao


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Deep or Simple Models for Semantic Tagging? It Depends on your Data [Experiments]



Jinfeng Li , Yuliang Li , Xiaolan Wang , Wang-Chiew Tan


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