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Memory Efficient Class-Incremental Learning for Image Classification

Aug 04, 2020
Hanbin Zhao, Hui Wang, Yongjian Fu, Fei Wu, Xi Li


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Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism

Jul 20, 2020
Hao Ding, Songsong Wu, Hao Tang, Fei Wu, Guangwei Gao, Xiao-Yuan Jing


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Learning a Domain Classifier Bank for Unsupervised Adaptive Object Detection

Jul 06, 2020
Sanli Tang, Zhanzhan Cheng, Shiliang Pu, Dashan Guo, Yi Niu, Fei Wu


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Federated Mutual Learning

Jun 27, 2020
Tao Shen, Jie Zhang, Xinkang Jia, Fengda Zhang, Gang Huang, Pan Zhou, Fei Wu, Chao Wu


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Comprehensive Information Integration Modeling Framework for Video Titling

Jun 24, 2020
Shengyu Zhang, Ziqi Tan, Jin Yu, Zhou Zhao, Kun Kuang, Tan Jiang, Jingren Zhou, Hongxia Yang, Fei Wu

* 11 pages, 6 figures, to appear in KDD 2020 proceedings 

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Rethinking Localization Map: Towards Accurate Object Perception with Self-Enhancement Maps

Jun 13, 2020
Xiaolin Zhang, Yunchao Wei, Yi Yang, Fei Wu


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Learning Decomposed Representation for Counterfactual Inference

Jun 12, 2020
Anpeng Wu, Kun Kuang, Junkun Yuan, Bo Li, Pan Zhou, Jianrong Tao, Qiang Zhu, Yueting Zhuang, Fei Wu


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Stable Prediction via Leveraging Seed Variable

Jun 09, 2020
Kun Kuang, Bo Li, Peng Cui, Yue Liu, Jianrong Tao, Yueting Zhuang, Fei Wu


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Balance-Subsampled Stable Prediction

Jun 08, 2020
Kun Kuang, Hengtao Zhang, Fei Wu, Yueting Zhuang, Aijun Zhang


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Analyzing COVID-19 on Online Social Media: Trends, Sentiments and Emotions

Jun 05, 2020
Xiaoya Li, Mingxin Zhou, Jiawei Wu, Arianna Yuan, Fei Wu, Jiwei Li


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Deep Sequential Feature Learning in Clinical Image Classification of Infectious Keratitis

Jun 04, 2020
Yesheng Xu, Ming Kong, Wenjia Xie, Runping Duan, Zhengqing Fang, Yuxiao Lin, Qiang Zhu, Siliang Tang, Fei Wu, Yu-Feng Yao

* Accepted by Engineering 

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TRIE: End-to-End Text Reading and Information Extraction for Document Understanding

May 27, 2020
Peng Zhang, Yunlu Xu, Zhanzhan Cheng, Shiliang Pu, Jing Lu, Liang Qiao, Yi Niu, Fei Wu


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SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition

May 27, 2020
Chengwei Zhang, Yunlu Xu, Zhanzhan Cheng, Shiliang Pu, Yi Niu, Fei Wu, Futai Zou


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Object-QA: Towards High Reliable Object Quality Assessment

May 27, 2020
Jing Lu, Baorui Zou, Zhanzhan Cheng, Shiliang Pu, Shuigeng Zhou, Yi Niu, Fei Wu


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SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection

Apr 11, 2020
Xiaoya Li, Yuxian Meng, Mingxin Zhou, Qinghong Han, Fei Wu, Jiwei Li


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Progressive Multi-Stage Learning for Discriminative Tracking

Apr 01, 2020
Weichao Li, Xi Li, Omar Elfarouk Bourahla, Fuxian Huang, Fei Wu, Wei Liu, Zhiheng Wang, Hongmin Liu

* accepted to IEEE Transactions on Cybernetics 

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TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge

Mar 30, 2020
Junyi Feng, Songyuan Li, Xi Li, Fei Wu, Qi Tian, Ming-Hsuan Yang, Haibin Ling


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Grounded and Controllable Image Completion by Incorporating Lexical Semantics

Feb 29, 2020
Shengyu Zhang, Tan Jiang, Qinghao Huang, Ziqi Tan, Zhou Zhao, Siliang Tang, Jin Yu, Hongxia Yang, Yi Yang, Fei Wu

* 9 pages, 9 figures 

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Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units

Feb 26, 2020
Zhanzhan Cheng, Yunlu Xu, Mingjian Cheng, Yu Qiao, Shiliang Pu, Yi Niu, Fei Wu


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Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting

Feb 17, 2020
Liang Qiao, Sanli Tang, Zhanzhan Cheng, Yunlu Xu, Yi Niu, Shiliang Pu, Fei Wu

* Accepted by AAAI2020 

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Non-Autoregressive Neural Dialogue Generation

Feb 13, 2020
Qinghong Han, Yuxian Meng, Fei Wu, Jiwei Li

* preprint 

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LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention

Feb 08, 2020
Xiaoya Li, Yuxian Meng, Arianna Yuan, Fei Wu, Jiwei Li


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Description Based Text Classification with Reinforcement Learning

Feb 08, 2020
Duo Chai, Wei Wu, Qinghong Han, Fei Wu, Jiwei Li


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Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation

Nov 18, 2019
Juncheng Li, Xin Wang, Siliang Tang, Haizhou Shi, Fei Wu, Yueting Zhuang, William Yang Wang


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Dice Loss for Data-imbalanced NLP Tasks

Nov 07, 2019
Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li

* preprint 

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Leveraging Model Interpretability and Stability to increase Model Robustness

Nov 05, 2019
Fei Wu, Thomas Michel, Alexandre Briot

* 2019 ICCV workshop on Interpreting and Explaining Visual AI models; 8 pages 

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Coreference Resolution as Query-based Span Prediction

Nov 05, 2019
Wei Wu, Fei Wang, Arianna Yuan, Fei Wu, Jiwei Li


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