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Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation


Jul 08, 2021
Shuo Wang, Chen Qin, Nicolo Savioli, Chen Chen, Declan O'Regan, Stuart Cook, Yike Guo, Daniel Rueckert, Wenjia Bai

* The paper is early accepted to MICCAI 2021. The codes are available at https://github.com/shuowang26/SRHeart 

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Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation


Jul 02, 2021
Chen Chen, Kerstin Hammernik, Cheng Ouyang, Chen Qin, Wenjia Bai, Daniel Rueckert

* MICCAI 2021 

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Deep Learning-Aided OFDM-Based Generalized Optical Quadrature Spatial Modulation


Jun 24, 2021
Chen Chen, Lin Zeng, Xin Zhong, Shu Fu, Min Liu, Pengfei Du


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Energy Aligning for Biased Models


Jun 07, 2021
Bowen Zhao, Chen Chen, Qi Ju, ShuTao Xia


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DIPS-Plus: The Enhanced Database of Interacting Protein Structures for Interface Prediction


Jun 06, 2021
Alex Morehead, Chen Chen, Ada Sedova, Jianlin Cheng

* 16 pages, 1 figure, and 3 tables. Under review 

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Fairness-Aware Unsupervised Feature Selection


Jun 04, 2021
Xiaoying Xing, Hongfu Liu, Chen Chen, Jundong Li


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SGPT: Semantic Graphs based Pre-training for Aspect-based Sentiment Analysis


May 26, 2021
Yong Qian, Zhongqing Wang, Rong Xiao, Chen Chen, Haihong Tang

* arXiv admin note: text overlap with arXiv:2005.05635 by other authors 

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BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images


May 16, 2021
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du

* arXiv admin note: text overlap with arXiv:2010.14014 

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MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations


May 14, 2021
Taojiannan Yang, Sijie Zhu, Matias Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen

* Extended version of arXiv:1909.12978. More experiments on 3D networks (SlowFast, X3D) and analyses on training cost 

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Learning Normal Dynamics in Videos with Meta Prototype Network


May 10, 2021
Hui Lv, Chen Chen, Zhen Cui, Chunyan Xu, Yong Li, Jian Yang

* 9 pages, 4 figures, 6 tables 

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Balanced Knowledge Distillation for Long-tailed Learning


Apr 21, 2021
Shaoyu Zhang, Chen Chen, Xiyuan Hu, Silong Peng

* 10 pages, 4 figures 

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Annotating Columns with Pre-trained Language Models


Apr 05, 2021
Yoshihiko Suhara, Jinfeng Li, Yuliang Li, Dan Zhang, Çağatay Demiralp, Chen Chen, Wang-Chiew Tan


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3D Human Pose Estimation with Spatial and Temporal Transformers


Mar 24, 2021
Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding


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Consistency-based Active Learning for Object Detection


Mar 23, 2021
Weiping Yu, Sijie Zhu, Taojiannan Yang, Chen Chen, Mengyuan Liu


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Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement


Mar 22, 2021
Kui Jiang, Zhongyuan Wang, Zheng Wang, Peng Yi, Xiao Wang, Yansheng Qiu, Chen Chen, Chia-Wen Lin


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Insta-RS: Instance-wise Randomized Smoothing for Improved Robustness and Accuracy


Mar 21, 2021
Chen Chen, Kezhi Kong, Peihong Yu, Juan Luque, Tom Goldstein, Furong Huang


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Optimal Scheduling of Integrated Demand Response-Enabled Integrated Energy Systems with Uncertain Renewable Generations: A Stackelberg Game Approach


Mar 08, 2021
Yang Li, Chunling Wang, Guoqing Li, Chen Chen

* Accepted by Energy Conversion and Management 

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TransBTS: Multimodal Brain Tumor Segmentation Using Transformer


Mar 07, 2021
Wenxuan Wang, Chen Chen, Meng Ding, Jiangyun Li, Hong Yu, Sen Zha


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Enhanced 3D Human Pose Estimation from Videos by using Attention-Based Neural Network with Dilated Convolutions


Mar 04, 2021
Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-ching Cheung, Vijayan K. Asari


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Addressing Action Oscillations through Learning Policy Inertia


Mar 03, 2021
Chen Chen, Hongyao Tang, Jianye Hao, Wulong Liu, Zhaopeng Meng

* Accepted paper on AAAI 2021 

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Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction


Mar 03, 2021
Hongyao Tang, Jianye Hao, Guangyong Chen, Pengfei Chen, Chen Chen, Yaodong Yang, Luo Zhang, Wulong Liu, Zhaopeng Meng

* Accepted paper on AAAI 2021. arXiv admin note: text overlap with arXiv:1905.11100 

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A Dataset and Benchmark for Malaria Life-Cycle Classification in Thin Blood Smear Images


Feb 17, 2021
Qazi Ammar Arshad, Mohsen Ali, Saeed-ul Hassan, Chen Chen, Ayisha Imran, Ghulam Rasul, Waqas Sultani


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Guided Interpolation for Adversarial Training


Feb 15, 2021
Chen Chen, Jingfeng Zhang, Xilie Xu, Tianlei Hu, Gang Niu, Gang Chen, Masashi Sugiyama


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A Transferable Anti-Forensic Attack on Forensic CNNs Using A Generative Adversarial Network


Jan 23, 2021
Xinwei Zhao, Chen Chen, Matthew C. Stamm

* Submitted to IEEE Transactions on Information Forensics and Security 

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Deep Learning-Based Human Pose Estimation: A Survey


Jan 02, 2021
Ce Zheng, Wenhan Wu, Taojiannan Yang, Sijie Zhu, Chen Chen, Ruixu Liu, Ju Shen, Nasser Kehtarnavaz, Mubarak Shah


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Towards A Category-extended Object Detector without Relabeling or Conflicts


Dec 28, 2020
Bowen Zhao, Chen Chen, Wanpeng Xiao, Xi Xiao, Qi Ju, Shutao Xia


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