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Learning to Anticipate Egocentric Actions by Imagination

Jan 19, 2021
Yu Wu, Linchao Zhu, Xiaohan Wang, Yi Yang, Fei Wu

* IEEE Transactions on Image Processing, vol. 30, pp. 1143-1152, 2021 
* Accepted to IEEE Transactions on Image Processing (TIP) 

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VersatileGait: A Large-Scale Synthetic Gait Dataset with Fine-GrainedAttributes and Complicated Scenarios

Jan 05, 2021
Huanzhang Dou, Wenhu Zhang, Pengyi Zhang, Yuhan Zhao, Songyuan Li, Zequn Qin, Fei Wu, Lin Dong, Xi Li


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SemGloVe: Semantic Co-occurrences for GloVe from BERT

Dec 30, 2020
Leilei Gan, Zhiyang Teng, Yue Zhang, Linchao Zhu, Fei Wu, Yi Yang

* 10 pages, 3 figures, 5 tables 

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OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts

Dec 30, 2020
Yuxian Meng, Shuhe Wang, Qinghong Han, Xiaofei Sun, Fei Wu, Rui Yan, Jiwei Li

* Dataset, visual features and code are found at https://github.com/ShannonAI/OpenViDial 

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FcaNet: Frequency Channel Attention Networks

Dec 23, 2020
Zequn Qin, Pengyi Zhang, Fei Wu, Xi Li


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Self-Explaining Structures Improve NLP Models

Dec 09, 2020
Zijun Sun, Chun Fan, Qinghong Han, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li

* Code is available at https://github.com/ShannonAI/Self_Explaining_Structures_Improve_NLP_Models 

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MANGO: A Mask Attention Guided One-Stage Scene Text Spotter

Dec 08, 2020
Liang Qiao, Ying Chen, Zhanzhan Cheng, Yunlu Xu, Yi Niu, Shiliang Pu, Fei Wu

* Accepted to AAAI2021. The code will be published soon 

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KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation

Dec 08, 2020
Hao-Zhe Feng, Zhaoyang You, Minghao Chen, Tianye Zhang, Minfeng Zhu, Fei Wu, Chao Wu, Wei Chen

* 12 pages, 5 figures 

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Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining

Nov 19, 2020
Zijun Sun, Chun Fan, Xiaofei 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 31, 2020
Yuxian Meng, Chun Fan, Zijun Sun, Eduard Hovy, Fei Wu, Jiwei Li


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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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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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