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DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement


Jul 12, 2021
Xiaohuai Le, Hongsheng Chen, Kai Chen, Jing Lu

* 5 pages, 1 figure, accepted by Interspeech 2021 

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CityNet: A Multi-city Multi-modal Dataset for Smart City Applications


Jun 30, 2021
Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen


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K-Net: Towards Unified Image Segmentation


Jun 28, 2021
Wenwei Zhang, Jiangmiao Pang, Kai Chen, Chen Change Loy

* Technical Report 

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SODA10M: Towards Large-Scale Object Detection Benchmark for Autonomous Driving


Jun 22, 2021
Jianhua Han, Xiwen Liang, Hang Xu, Kai Chen, Lanqing Hong, Chaoqiang Ye, Wei Zhang, Zhenguo Li, Xiaodan Liang, Chunjing Xu


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WSSOD: A New Pipeline for Weakly- and Semi-Supervised Object Detection


May 21, 2021
Shijie Fang, Yuhang Cao, Xinjiang Wang, Kai Chen, Dahua Lin, Wayne Zhang


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DeepObliviate: A Powerful Charm for Erasing Data Residual Memory in Deep Neural Networks


May 13, 2021
Yingzhe He, Guozhu Meng, Kai Chen, Jinwen He, Xingbo Hu

* 16 pages, 10 figures, conference 

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Revisiting Skeleton-based Action Recognition


Apr 28, 2021
Haodong Duan, Yue Zhao, Kai Chen, Dian Shao, Dahua Lin, Bo Dai


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HufuNet: Embedding the Left Piece as Watermark and Keeping the Right Piece for Ownership Verification in Deep Neural Networks


Mar 25, 2021
Peizhuo Lv, Pan Li, Shengzhi Zhang, Kai Chen, Ruigang Liang, Yue Zhao, Yingjiu Li


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SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems


Mar 19, 2021
Yuxuan Chen, Jiangshan Zhang, Xuejing Yuan, Shengzhi Zhang, Kai Chen, Xiaofeng Wang, Shanqing Guo

* 17 pages 

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ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction


Mar 18, 2021
Zheng Huang, Kai Chen, Jianhua He, Xiang Bai, Dimosthenis Karatzas, Shjian Lu, C. V. Jawahar


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Data-Driven Wireless Communication Using Gaussian Processes


Mar 18, 2021
Kai Chen, Qinglei Kong, Yijue Dai, Yue Xu, Feng Yin, Lexi Xu, Shuguang Cui


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NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting


Feb 10, 2021
Kai Chen, Guang Chen, Dan Xu, Lijun Zhang, Yuyao Huang, Alois Knoll

* 10 pages, 4 figures 

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Reliable Probabilistic Face Embeddings in the Wild


Feb 09, 2021
Kai Chen, Qi Lv, Taihe Yi, Zhengming Yi

* 14 pages 

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UMLE: Unsupervised Multi-discriminator Network for Low Light Enhancement


Dec 25, 2020
Yangyang Qu, Kai Chen, Chao Liu, Yongsheng Ou


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A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews


Dec 22, 2020
Kai Chen, Meng Niu, Qingcai Chen

* 9 pages, 2 figures 

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Positional Encoding as Spatial Inductive Bias in GANs


Dec 09, 2020
Rui Xu, Xintao Wang, Kai Chen, Bolei Zhou, Chen Change Loy

* paper with appendix, project page: https://nbei.github.io/gan-pos-encoding.html 

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CARAFE++: Unified Content-Aware ReAssembly of FEatures


Dec 07, 2020
Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, Dahua Lin

* Technical Report. Extended journal version of the conference paper that appeared as arXiv:1905.02188 

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FedEval: A Benchmark System with a Comprehensive Evaluation Model for Federated Learning


Nov 25, 2020
Di Chai, Leye Wang, Kai Chen, Qiang Yang


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RRCN: A Reinforced Random Convolutional Network based Reciprocal Recommendation Approach for Online Dating


Nov 25, 2020
Linhao Luo, Liqi Yang, Ju Xin, Yixiang Fang, Xiaofeng Zhang, Xiaofei Yang, Kai Chen, Zhiyuan Zhang, Kai Liu

* 10 pages, 5 figures 

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Skewed Laplace Spectral Mixture kernels for long-term forecasting in Gaussian process


Nov 08, 2020
Kai Chen, Twan van Laarhoven, Elena Marchiori

* 13 pages, 29 figures 

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Exploring the Generalizability of Spatio-Temporal Crowd Flow Prediction: Meta-Modeling and an Analytic Framework


Sep 20, 2020
Leye Wang, Di Chai, Xuanzhe Liu, Liyue Chen, Kai Chen


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Seesaw Loss for Long-Tailed Instance Segmentation


Aug 23, 2020
Jiaqi Wang, Wenwei Zhang, Yuhang Zang, Yuhang Cao, Jiangmiao Pang, Tao Gong, Kai Chen, Ziwei Liu, Chen Change Loy, Dahua Lin

* Technical Report for LVIS Challenge 2020 https://www.lvisdataset.org/challenge_2020 

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Domain-specific Communication Optimization for Distributed DNN Training


Aug 16, 2020
Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang


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FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning


Jul 21, 2020
Zhaoxiong Yang, Shuihai Hu, Kai Chen


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Divide-and-Shuffle Synchronization for Distributed Machine Learning


Jul 07, 2020
Weiyan Wang, Cengguang Zhang, Liu Yang, Jiacheng Xia, Kai Chen, Kun Tan

* 15 pages, 5 figures, NeurIPS 2020 under review 

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Nonlinear Residual Echo Suppression Based on Multi-stream Conv-TasNet


May 15, 2020
Hongsheng Chen, Teng Xiang, Kai Chen, Jing Lu

* 5 pages, 3 figures 

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Neural Data-to-Text Generation with Dynamic Content Planning


Apr 20, 2020
Kai Chen, Fayuan Li, Baotian Hu, Weihua Peng, Qingcai Chen, Hong Yu

* 25 pages, 1 figure and 6 tables 

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