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Towards Practical Differential Privacy in Data Analysis: Understanding the Effect of Epsilon on Utility in Private ERM



Yuzhe Li , Yong Liu , Bo Li , Weiping Wang , Nan Liu

* 16 pages,4 figures,2 tables 

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UNITS: Unsupervised Intermediate Training Stage for Scene Text Detection



Youhui Guo , Yu Zhou , Xugong Qin , Enze Xie , Weiping Wang

* Accepted by ICME 2022 

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Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge



Jiangnan Li , Fandong Meng , Zheng Lin , Rui Liu , Peng Fu , Yanan Cao , Weiping Wang , Jie Zhou


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Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training



Yuanxin Liu , Fandong Meng , Zheng Lin , Peng Fu , Yanan Cao , Weiping Wang , Jie Zhou

* Accepted by NAACL 2022 

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Sharper Utility Bounds for Differentially Private Models



Yilin Kang , Yong Liu , Jian Li , Weiping Wang


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Stability and Generalization of Differentially Private Minimax Problems



Yilin Kang , Yong Liu , Jian Li , Weiping Wang


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Towards Escaping from Language Bias and OCR Error: Semantics-Centered Text Visual Question Answering



Chengyang Fang , Gangyan Zeng , Yu Zhou , Daiqing Wu , Can Ma , Dayong Hu , Weiping Wang


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Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification



Xiaohua Chen , Yucan Zhou , Dayan Wu , Wanqian Zhang , Yu Zhou , Bo Li , Weiping Wang

* 9 pages, 5 figures 

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Dense Semantic Contrast for Self-Supervised Visual Representation Learning



Xiaoni Li , Yu Zhou , Yifei Zhang , Aoting Zhang , Wei Wang , Ning Jiang , Haiying Wu , Weiping Wang

* ACM MM 2021 Oral 

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