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Modeling High-order Interactions across Multi-interests for Micro-video Reommendation


Apr 01, 2021
Dong Yao, Shengyu Zhang, Zhou Zhao, Wenyan Fan, Jieming Zhu, Xiuqiang He, Fei Wu

* accepted to AAAI 2021 

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Leaning Compact and Representative Features for Cross-Modality Person Re-Identification


Mar 26, 2021
Guangwei Gao, Hao Shao, Yi Yu, Fei Wu, Meng Yang

* 9 pages, 6 figures 

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JDSR-GAN: Constructing A Joint and Collaborative Learning Network for Masked Face Super-Resolution


Mar 25, 2021
Guangwei Gao, Lei Tang, Yi Yu, Fei Wu, Huimin Lu, Jian Yang

* 24 pages, 10 figures 

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Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning


Mar 04, 2021
Hui Wang, Jian Tian, Songyuan Li, Hanbin Zhao, Qi Tian, Fei Wu, Xi Li


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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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