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CycleFlow: Purify Information Factors by Cycle Loss


Oct 18, 2021
Haoran Sun, Chen Chen, Lantian Li, Dong Wang

* Submitted to ICASSP 2022 

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Sim-to-Real Transfer in Multi-agent Reinforcement Networking for Federated Edge Computing


Oct 18, 2021
Pinyarash Pinyoanuntapong, Tagore Pothuneedi, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang

* 5 pages 

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Interactive Feature Fusion for End-to-End Noise-Robust Speech Recognition


Oct 11, 2021
Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng

* 5 pages, 7 figures, Submitted to ICASSP 2022 

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Label-Occurrence-Balanced Mixup for Long-tailed Recognition


Oct 11, 2021
Shaoyu Zhang, Chen Chen, Xiujuan Zhang, Silong Peng

* 6 pages, 3 figures 

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DeepGOMIMO: Deep Learning-Aided Generalized Optical MIMO with CSI-Free Blind Detection


Oct 08, 2021
Xin Zhong, Chen Chen, Shu Fu, Zhihong Zeng, Min Liu


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Geometric Transformers for Protein Interface Contact Prediction


Oct 06, 2021
Alex Morehead, Chen Chen, Jianlin Cheng

* 16 pages, 5 figures, and 6 tables. Under review 

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Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction


Sep 22, 2021
Tareen Dawood, Chen Chen, Robin Andlauer, Baldeep S. Sidhu, Bram Ruijsink, Justin Gould, Bradley Porter, Mark Elliott, Vishal Mehta, C. Aldo Rinaldi, Esther Puyol-Antón, Reza Razavi, Andrew P. King

* STACOM 2021 Workshop 

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CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation


Sep 08, 2021
Xidong Feng, Chen Chen, Dong Li, Mengchen Zhao, Jianye Hao, Jun Wang

* corresponding to ; Accepted by CIKM 2021 

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A Novel Attribute Reconstruction Attack in Federated Learning


Aug 16, 2021
Lingjuan Lyu, Chen Chen

* accepted by FTL-IJCAI'21 Oral 

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Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation


Aug 07, 2021
Chen Chen, Chen Qin, Cheng Ouyang, Shuo Wang, Huaqi Qiu, Liang Chen, Giacomo Tarroni, Wenjia Bai, Daniel Rueckert

* Under review. 17 pages 

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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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