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Eden: A Unified Environment Framework for Booming Reinforcement Learning Algorithms


Sep 04, 2021
Ruizhi Chen, Xiaoyu Wu, Yansong Pan, Kaizhao Yuan, Ling Li, TianYun Ma, JiYuan Liang, Rui Zhang, Kai Wang, Chen Zhang, Shaohui Peng, Xishan Zhang, Zidong Du, Qi Guo, Yunji Chen

* 19 pages,16 figures 

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Cross-modality Discrepant Interaction Network for RGB-D Salient Object Detection


Aug 04, 2021
Chen Zhang, Runmin Cong, Qinwei Lin, Lin Ma, Feng Li, Yao Zhao, Sam Kwong

* 13 pages, 6 figures, Accepted by ACM MM 2021 

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CompConv: A Compact Convolution Module for Efficient Feature Learning


Jul 03, 2021
Chen Zhang, Yinghao Xu, Yujun Shen


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DynaEval: Unifying Turn and Dialogue Level Evaluation


Jun 06, 2021
Chen Zhang, Yiming Chen, Luis Fernando D'Haro, Yan Zhang, Thomas Friedrichs, Grandee Lee, Haizhou Li

* ACL-IJCNLP 2021 (Main conference, Long paper) 

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Why Machine Reading Comprehension Models Learn Shortcuts?


Jun 02, 2021
Yuxuan Lai, Chen Zhang, Yansong Feng, Quzhe Huang, Dongyan Zhao

* 13 pages, 8 figures, ACL 2021 (findings) 

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Parkinsonian Chinese Speech Analysis towards Automatic Classification of Parkinson's Disease


May 31, 2021
Hao Fang, Chen Gong, Chen Zhang, Yanan Sui, Luming Li

* 12 pages, 5 figures, proceedings of the Machine Learning for Health NeurIPS Workshop, PMLR 136:114-125, 2020 

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Exploiting Position Bias for Robust Aspect Sentiment Classification


May 29, 2021
Fang Ma, Chen Zhang, Dawei Song

* 7 pages, 2 figures, 4 tables, accepted to Findings of ACL 2021. Repo: https://github.com/BD-MF/POS4ASC 

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Dual-side Sparse Tensor Core


May 20, 2021
Yang Wang, Chen Zhang, Zhiqiang Xie, Cong Guo, Yunxin Liu, Jingwen Leng


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KECRS: Towards Knowledge-Enriched Conversational Recommendation System


May 18, 2021
Tong Zhang, Yong Liu, Peixiang Zhong, Chen Zhang, Hao Wang, Chunyan Miao


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Decorating Your Own Bedroom: Locally Controlling Image Generation with Generative Adversarial Networks


May 18, 2021
Chen Zhang, Yinghao Xu, Yujun Shen


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Multi-view Clustering via Deep Matrix Factorization and Partition Alignment


May 10, 2021
Chen Zhang, Siwei Wang, Jiyuan Liu, Sihang Zhou, Pei Zhang, Xinwang Liu, En Zhu, Changwang Zhang


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Multi-view Clustering with Deep Matrix Factorization and Global Graph Refinement


May 01, 2021
Chen Zhang, Siwei Wang, Wenxuan Tu, Pei Zhang, Xinwang Liu, Changwang Zhang, Bo Yuan


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iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression


Mar 30, 2021
Shifeng Zhang, Chen Zhang, Ning Kang, Li Zhenguo


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CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts


Dec 15, 2020
Peixiang Zhong, Di Wang, Pengfei Li, Chen Zhang, Hao Wang, Chunyan Miao

* AAAI-2021 

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Quantifying Sources of Uncertainty in Deep Learning-Based Image Reconstruction


Nov 30, 2020
Riccardo Barbano, Željko Kereta, Chen Zhang, Andreas Hauptmann, Simon Arridge, Bangti Jin

* NeurIPS 2020 Workshop on Deep Learning and Inverse Problems 

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A Multi-task Learning Framework for Opinion Triplet Extraction


Oct 04, 2020
Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang

* 10 pages, 4 figures, 3 tables. Accepted to EMNLP 2020 Findings. Repo: https://github.com/GeneZC/OTE-MTL 

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Partially Observable Online Change Detection via Smooth-Sparse Decomposition


Sep 22, 2020
Jie Guo, Hao Yan, Chen Zhang, Steven Hoi

* 48 pages 

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Crowding Prediction of In-Situ Metro Passengers Using Smart Card Data


Sep 07, 2020
Xiancai Tian, Chen Zhang, Baihua Zheng

* 11 pages, preprint for IEEE transactions 

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FastLR: Non-Autoregressive Lipreading Model with Integrate-and-Fire


Aug 07, 2020
Jinglin Liu, Yi Ren, Zhou Zhao, Chen Zhang, Baoxing Huai, Jing Yuan

* Accepted by ACM MM 2020 

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Quantifying Model Uncertainty in Inverse Problems via Bayesian Deep Gradient Descent


Jul 20, 2020
Riccardo Barbano, Chen Zhang, Simon Arridge, Bangti Jin

* 8 pages, 6 figures 

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Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation


Jul 17, 2020
Jinglin Liu, Yi Ren, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu

* Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI 

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UWSpeech: Speech to Speech Translation for Unwritten Languages


Jun 14, 2020
Chen Zhang, Xu Tan, Yi Ren, Tao Qin, Kejun Zhang, Tie-Yan Liu


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Endowing Empathetic Dialogue Systems with Personas


Apr 30, 2020
Peixiang Zhong, Yao Sun, Yong Liu, Chen Zhang, Hao Wang, Zaiqing Nie, Chunyan Miao


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Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile


Apr 23, 2020
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung


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LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression


Apr 08, 2020
Yihuan Mao, Yujing Wang, Chufan Wu, Chen Zhang, Yang Wang, Yaming Yang, Quanlu Zhang, Yunhai Tong, Jing Bai


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