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VTBR: Semantic-based Pretraining for Person Re-Identification


Oct 11, 2021
Suncheng Xiang, Zirui Zhang, Mengyuan Guan, Hao Chen, Binjie Yan, Ting Liu, Yuzhuo Fu


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A Fast and Effective Large-Scale Two-Sample Test Based on Kernels


Oct 07, 2021
Hoseung Song, Hao Chen


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Adversarial Neural Trip Recommendation


Sep 24, 2021
Linlang Jiang, Jingbo Zhou, Tong Xu, Yanyan Li, Hao Chen, Jizhou Huang, Hui Xiong


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Less is More: Learning from Synthetic Data with Fine-grained Attributes for Person Re-Identification


Sep 22, 2021
Suncheng Xiang, Guanjie You, Mengyuan Guan, Hao Chen, Feng Wang, Ting Liu, Yuzhuo Fu


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Tolerating Adversarial Attacks and Byzantine Faults in Distributed Machine Learning


Sep 05, 2021
Yusen Wu, Hao Chen, Xin Wang, Chao Liu, Phuong Nguyen, Yelena Yesha

* 10 pages, 4 figures, conference 

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Uncertainty-Aware Model Adaptation for Unsupervised Cross-Domain Object Detection


Aug 28, 2021
Minjie Cai, Minyi Luo, Xionghu Zhong, Hao Chen

* 11 pages, 4 figures 

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Structure Parameter Optimized Kernel Based Online Prediction with a Generalized Optimization Strategy for Nonstationary Time Series


Aug 18, 2021
Jinhua Guo, Hao Chen, Jingxin Zhang, Sheng Chen

* Journal article submitted to T-SP 

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NI-UDA: Graph Adversarial Domain Adaptation from Non-shared-and-Imbalanced Big Data to Small Imbalanced Applications


Aug 12, 2021
Guangyi Xiao, Weiwei Xiang, Huan Liu, Hao Chen, Shun Peng, Jingzhi Guo, Zhiguo Gong

* 11 pages, 5 figures, and 8 tables 

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S2Looking: A Satellite Side-Looking Dataset for Building Change Detection


Jul 20, 2021
Li Shen, Yao Lu, Hao Chen, Hao Wei, Donghai Xie, Jiabao Yue, Rui Chen, Yue Zhang, Ao Zhang, Shouye Lv, Bitao Jiang


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MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition


Jul 16, 2021
Hao Chen, Ming Jin, Zhunan Li, Cunhang Fan, Jinpeng Li, Huiguang He

* 10 pages, 8 figures 

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Geographical Knowledge-driven Representation Learning for Remote Sensing Images


Jul 12, 2021
Wenyuan Li, Keyan Chen, Hao Chen, Zhenwei Shi

* 13 pages, 5 figures 

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Long Short-Term Transformer for Online Action Detection


Jul 07, 2021
Mingze Xu, Yuanjun Xiong, Hao Chen, Xinyu Li, Wei Xia, Zhuowen Tu, Stefano Soatto

* Technical report 

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Winner Team Mia at TextVQA Challenge 2021: Vision-and-Language Representation Learning with Pre-trained Sequence-to-Sequence Model


Jun 24, 2021
Yixuan Qiao, Hao Chen, Jun Wang, Yihao Chen, Xianbin Ye, Ziliang Li, Xianbiao Qi, Peng Gao, Guotong Xie

* Winner of TextVQA 2021 

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AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction


Jun 16, 2021
Hao Chen, Fuzhen Zhuang, Li Xiao, Ling Ma, Haiyan Liu, Ruifang Zhang, Huiqin Jiang, Qing He


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Learning to Compensate: A Deep Neural Network Framework for 5G Power Amplifier Compensation


Jun 15, 2021
Po-Yu Chen, Hao Chen, Yi-Min Tsai, Hsien-Kai Kuo, Hantao Huang, Hsin-Hung Chen, Sheng-Hong Yan, Wei-Lun Ou, Chia-Ming Cheng

* IEEE International Conference on Communications (ICC) 2021 

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Unsupervised Action Segmentation with Self-supervised Feature Learning and Co-occurrence Parsing


Jun 02, 2021
Zhe Wang, Hao Chen, Xinyu Li, Chunhui Liu, Yuanjun Xiong, Joseph Tighe, Charless Fowlkes


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EV-VGCNN: A Voxel Graph CNN for Event-based Object Classification


Jun 01, 2021
Yongjian Deng, Hao Chen, Huiying Chen, Youfu Li

* 10 pages, 5 Figures 

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ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting


May 29, 2021
Yuliang Liu, Chunhua Shen, Lianwen Jin, Tong He, Peng Chen, Chongyu Liu, Hao Chen

* Table 7 updated. Code is at: https://git.io/AdelaiDet. Journal extension of arXiv:2002.10200 

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Non-Recursive Graph Convolutional Networks


May 09, 2021
Hao Chen, Zengde Deng, Yue Xu, Zhoujun Li

* 5 pages, 2 figures. Accepted to ICASSP 2021 

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ANT: Learning Accurate Network Throughput for Better Adaptive Video Streaming


May 05, 2021
Jiaoyang Yin, Yiling Xu, Hao Chen, Yunfei Zhang, Steve Appleby, Zhan Ma


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VidTr: Video Transformer Without Convolutions


Apr 23, 2021
Xinyu Li, Yanyi Zhang, Chunhui Liu, Bing Shuai, Yi Zhu, Biagio Brattoli, Hao Chen, Ivan Marsic, Joseph Tighe


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Rethinking annotation granularity for overcoming deep shortcut learning: A retrospective study on chest radiographs


Apr 21, 2021
Luyang Luo, Hao Chen, Yongjie Xiao, Yanning Zhou, Xi Wang, Varut Vardhanabhuti, Mingxiang Wu, Pheng-Ann Heng

* 22 pages of main text, 18 pages of supplementary tables 

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TubeR: Tube-Transformer for Action Detection


Apr 09, 2021
Jiaojiao Zhao, Xinyu Li, Chunhui Liu, Shuai Bing, Hao Chen, Cees G. M. Snoek, Joseph Tighe


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Deep Semi-supervised Metric Learning with Dual Alignment for Cervical Cancer Cell Detection


Apr 07, 2021
Zhizhong Chai, Luyang Luo, Huangjing Lin, Hao Chen, Pheng-Ann Heng

* 11 pages 

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Dual-Consistency Semi-Supervised Learning with Uncertainty Quantification for COVID-19 Lesion Segmentation from CT Images


Apr 07, 2021
Yanwen Li, Luyang Luo, Huangjing Lin, Hao Chen, Pheng-Ann Heng

* 11 pages of main text, 2 pages of supplementary materials 

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OXnet: Omni-supervised Thoracic Disease Detection from Chest X-rays


Apr 07, 2021
Luyang Luo, Hao Chen, Yanning Zhou, Huangjing Lin, Pheng-Ann Pheng

* 11 pages of main text, 2 pages of supplementary materials. code will be available at https://github.com/LLYXC/OXnet 

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