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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 

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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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