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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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Selective Feature Compression for Efficient Activity Recognition Inference


Apr 01, 2021
Chunhui Liu, Xinyu Li, Hao Chen, Davide Modolo, Joseph Tighe


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ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification


Mar 30, 2021
Hao Chen, Benoit Lagadec, Francois Bremond


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Generic Perceptual Loss for Modeling Structured Output Dependencies


Mar 18, 2021
Yifan Liu, Hao Chen, Yu Chen, Wei Yin, Chunhua Shen

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2021 

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TPPI-Net: Towards Efficient and Practical Hyperspectral Image Classification


Mar 18, 2021
Hao Chen, Xiaohua Li, Jiliu Zhou


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Hierarchical Reinforcement Learning Framework for Stochastic Spaceflight Campaign Design


Mar 16, 2021
Yuji Takubo, Hao Chen, Koki Ho

* 31 pages, 4 figures, a former version was presented at the AIAA ASCEND conference 2020, under review by the Journal of Spacecraft and Rockets 

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Efficient Transformer based Method for Remote Sensing Image Change Detection


Mar 15, 2021
Hao Chen, Zipeng Qi, Zhenwei Shi

* 12 pages, 7 figures. Submitted to the IEEE for possible publication 

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3D Human Pose, Shape and Texture from Low-Resolution Images and Videos


Mar 11, 2021
Xiangyu Xu, Hao Chen, Francesc Moreno-Noguer, Laszlo A. Jeni, Fernando De la Torre

* arXiv admin note: substantial text overlap with arXiv:2007.13666 

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Panoramic annular SLAM with loop closure and global optimization


Feb 26, 2021
Hao Chen, Weijian Hu, Kailun Yang, Jian Bai, Kaiwei Wang

* 15 pages, 10 figures, 2 tables 

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Instance and Panoptic Segmentation Using Conditional Convolutions


Feb 11, 2021
Zhi Tian, Bowen Zhang, Hao Chen, Chunhua Shen

* Fixing typos. Extended version of arXiv:2003.05664 

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Denoising Single Voxel Magnetic Resonance Spectroscopy with Deep Learning on Repeatedly Sampled In Vivo Data


Jan 26, 2021
Wanqi Hu, Dicheng Chen, Tianyu Qiu, Hao Chen, Xi Chen, Lin Yang, Gen Yan, Di Guo, Xiaobo Qu


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Multi-intersection Traffic Optimisation: A Benchmark Dataset and a Strong Baseline


Jan 24, 2021
Hu Wang, Hao Chen, Qi Wu, Congbo Ma, Yidong Li, Chunhua Shen


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Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration


Dec 28, 2020
Haokui Zhang, Ying Li, Chengrong Gong, Hao Chen, Zongwen Bai, Chunhua Shen

* 20 pages 

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Learn molecular representations from large-scale unlabeled molecules for drug discovery


Dec 21, 2020
Pengyong Li, Jun Wang, Yixuan Qiao, Hao Chen, Yihuan Yu, Xiaojun Yao, Peng Gao, Guotong Xie, Sen Song


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Joint Generative and Contrastive Learning for Unsupervised Person Re-identification


Dec 16, 2020
Hao Chen, Yaohui Wang, Benoit Lagadec, Antitza Dantcheva, Francois Bremond

* Source code: https://github.com/chenhao2345/GCL 

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GTA: Global Temporal Attention for Video Action Understanding


Dec 15, 2020
Bo He, Xitong Yang, Zuxuan Wu, Hao Chen, Ser-Nam Lim, Abhinav Shrivastava


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NUTA: Non-uniform Temporal Aggregation for Action Recognition


Dec 15, 2020
Xinyu Li, Chunhui Liu, Bing Shuai, Yi Zhu, Hao Chen, Joseph Tighe


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Process monitoring based on orthogonal locality preserving projection with maximum likelihood estimation


Dec 13, 2020
Jingxin Zhang, Maoyin Chen, Hao Chen, Xia Hong, Donghua Zhou

* Industrial and Engineering Chemistry Research, 58(14), 5579-5587, 2019 

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An improved mixture of probabilistic PCA for nonlinear data-driven process monitoring


Dec 12, 2020
Jingxin Zhang, Hao Chen, Songhang Chen, Xia Hong

* IEEE Transactions on Cybernetics, 2019, 49(1):198-210 

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The Lottery Ticket Hypothesis for Object Recognition


Dec 08, 2020
Sharath Girish, Shishira R. Maiya, Kamal Gupta, Hao Chen, Larry Davis, Abhinav Shrivastava


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Backpropagating Linearly Improves Transferability of Adversarial Examples


Dec 07, 2020
Yiwen Guo, Qizhang Li, Hao Chen

* Accepted by NeurIPS 2020 

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Practical No-box Adversarial Attacks against DNNs


Dec 04, 2020
Qizhang Li, Yiwen Guo, Hao Chen

* Accepted by NeurIPS 2020 

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BoxInst: High-Performance Instance Segmentation with Box Annotations


Dec 03, 2020
Zhi Tian, Chunhua Shen, Xinlong Wang, Hao Chen

* Code is available at: https://git.io/AdelaiDet 

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