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Exploring Category-correlated Feature for Few-shot Image Classification


Dec 14, 2021
Jing Xu, Xinglin Pan, Xu Luo, Wenjie Pei, Zenglin Xu

* 10 pages, 9 figures 

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An Informative Tracking Benchmark


Dec 13, 2021
Xin Li, Qiao Liu, Wenjie Pei, Qiuhong Shen, Yaowei Wang, Huchuan Lu, Ming-Hsuan Yang

* 10 pages, 6 figures 

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U2-Former: A Nested U-shaped Transformer for Image Restoration


Dec 08, 2021
Haobo Ji, Xin Feng, Wenjie Pei, Jinxing Li, Guangming Lu


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Pedestrian Detection by Exemplar-Guided Contrastive Learning


Nov 30, 2021
Zebin Lin, Wenjie Pei, Fanglin Chen, David Zhang, Guangming Lu


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Label-Aware Distribution Calibration for Long-tailed Classification


Nov 09, 2021
Chaozheng Wang, Shuzheng Gao, Cuiyun Gao, Pengyun Wang, Wenjie Pei, Lujia Pan, Zenglin Xu

* 9 pages 

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Stepwise-Refining Speech Separation Network via Fine-Grained Encoding in High-order Latent Domain


Oct 10, 2021
Zengwei Yao, Wenjie Pei, Fanglin Chen, Guangming Lu, David Zhang


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Generative Memory-Guided Semantic Reasoning Model for Image Inpainting


Oct 01, 2021
Xin Feng, Wenjie Pei, Fengjun Li, Fanglin Chen, David Zhang, Guangming Lu

* 13 pages, 10 figures 

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Audio2Gestures: Generating Diverse Gestures from Speech Audio with Conditional Variational Autoencoders


Aug 15, 2021
Jing Li, Di Kang, Wenjie Pei, Xuefei Zhe, Ying Zhang, Zhenyu He, Linchao Bao


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Saliency-Associated Object Tracking


Aug 08, 2021
Zikun Zhou, Wenjie Pei, Xin Li, Hongpeng Wang, Feng Zheng, Zhenyu He

* Accepted by ICCV 2021 

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Crop-Transform-Paste: Self-Supervised Learning for Visual Tracking


Jun 21, 2021
Xin Li, Wenjie Pei, Zikun Zhou, Zhenyu He, Huchuan Lu, Ming-Hsuan Yang

* 10 pages, 5 figures 

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SiamCorners: Siamese Corner Networks for Visual Tracking


Apr 15, 2021
Kai Yang, Zhenyu He, Wenjie Pei, Zikun Zhou, Xin Li, Di Yuan, Haijun Zhang


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Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed Images


Oct 09, 2020
Xin Feng, Wenjie Pei, Zihui Jia, David Zhang, Guangming Lu

* 13 pages, 11 figures 

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Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance Segmentation


Jul 24, 2020
Qi Fan, Lei Ke, Wenjie Pei, Chi-Keung Tang, Yu-Wing Tai

* Accepted by ECCV 2020 

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CPGAN: Full-Spectrum Content-Parsing Generative Adversarial Networks for Text-to-Image Synthesis


Dec 18, 2019
Jiadong Liang, Wenjie Pei, Feng Lu

* 12 pages,10 figures 

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Push for Quantization: Deep Fisher Hashing


Aug 31, 2019
Yunqiang Li, Wenjie Pei, Yufei zha, Jan van Gemert

* BMVC 2019 

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Reflective Decoding Network for Image Captioning


Aug 30, 2019
Lei Ke, Wenjie Pei, Ruiyu Li, Xiaoyong Shen, Yu-Wing Tai

* ICCV 2019 

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Orthogonal Center Learning with Subspace Masking for Person Re-Identification


Aug 28, 2019
Weinong Wang, Wenjie Pei, Qiong Cao, Shu Liu, Xiaoyong Shen, Yu-Wing Tai


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Non-local Recurrent Neural Memory for Supervised Sequence Modeling


Aug 26, 2019
Canmiao Fu, Wenjie Pei, Qiong Cao, Chaopeng Zhang, Yong Zhao, Xiaoyong Shen, Yu-Wing Tai

* Accepted by ICCV 2019, Oral 

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Memory-Attended Recurrent Network for Video Captioning


May 10, 2019
Wenjie Pei, Jiyuan Zhang, Xiangrong Wang, Lei Ke, Xiaoyong Shen, Yu-Wing Tai

* Accepted by CVPR 2019 

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Unsupervised Learning of Sequence Representations by Autoencoders


Apr 26, 2018
Wenjie Pei, David M. J. Tax


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Attended End-to-end Architecture for Age Estimation from Facial Expression Videos


Nov 23, 2017
Wenjie Pei, Hamdi Dibeklio─člu, Tadas Baltru┼íaitis, David M. J. Tax


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Interacting Attention-gated Recurrent Networks for Recommendation


Sep 07, 2017
Wenjie Pei, Jie Yang, Zhu Sun, Jie Zhang, Alessandro Bozzon, David M. J. Tax

* Accepted by ACM International Conference on Information and Knowledge Management (CIKM), 2017 

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Temporal Attention-Gated Model for Robust Sequence Classification


Apr 15, 2017
Wenjie Pei, Tadas Baltrušaitis, David M. J. Tax, Louis-Philippe Morency

* Accepted by CVPR 2017 

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Modeling Time Series Similarity with Siamese Recurrent Networks


Mar 15, 2016
Wenjie Pei, David M. J. Tax, Laurens van der Maaten

* 11 pages 

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Time Series Classification using the Hidden-Unit Logistic Model


Jan 19, 2016
Wenjie Pei, Hamdi Dibeklio─člu, David M. J. Tax, Laurens van der Maaten

* 17 pages, 4 figures, 3 tables 

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