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Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries

Oct 14, 2020
Xiaofei Sun, Chun Fan, Zijun Sun, Yuxian Meng, Fei Wu, Jiwei Li


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Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability

Oct 14, 2020
Yuxian Meng, Chun Fan, Zijun Sun, Eduard Hovy, Fei Wu, Jiwei Li


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MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination

Oct 02, 2020
Shengyu Zhang, Donghui Wang, Zhou Zhao, Siliang Tang, Di Xie, Fei Wu

* 8 pages, 6 figures 

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Improving Robustness and Generality of NLP Models Using Disentangled Representations

Sep 21, 2020
Jiawei Wu, Xiaoya Li, Xiang Ao, Yuxian Meng, Fei Wu, Jiwei Li


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Two Step Joint Model for Drug Drug Interaction Extraction

Aug 28, 2020
Siliang Tang, Qi Zhang, Tianpeng Zheng, Mengdi Zhou, Zhan Chen, Lixing Shen, Xiang Ren, Yueting Zhuang, Shiliang Pu, Fei Wu

* 8 pages, 6 figures 

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DeVLBert: Learning Deconfounded Visio-Linguistic Representations

Aug 16, 2020
Shengyu Zhang, Tan Jiang, Tan Wang, Kun Kuang, Zhou Zhao, Jianke Zhu, Jin Yu, Hongxia Yang, Fei Wu

* 10 pages, 4 figures, to appear in ACM MM 2020 proceedings 

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Poet: Product-oriented Video Captioner for E-commerce

Aug 16, 2020
Shengyu Zhang, Ziqi Tan, Jin Yu, Zhou Zhao, Kun Kuang, Jie Liu, Jingren Zhou, Hongxia Yang, Fei Wu

* 10 pages, 3 figures, to appear in ACM MM 2020 proceedings 

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DF-GAN: Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis

Aug 13, 2020
Ming Tao, Hao Tang, Songsong Wu, Nicu Sebe, Fei Wu, Xiao-Yuan Jing


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TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text Detection

Aug 12, 2020
Fangfang Wang, Yifeng Chen, Fei Wu, Xi Li

* Accepted to ACM MM 2020 

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Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling

Aug 11, 2020
Jiacheng Li, Siliang Tang, Juncheng Li, Jun Xiao, Fei Wu, Shiliang Pu, Yueting Zhuang

* ACM Multimedia 2020 

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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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