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VAW-GAN for Disentanglement and Recomposition of Emotional Elements in Speech

Nov 03, 2020
Kun Zhou, Berrak Sisman, Haizhou Li

* Accepted by IEEE SLT 2021. arXiv admin note: text overlap with arXiv:2005.07025 

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Seen and Unseen emotional style transfer for voice conversion with a new emotional speech dataset

Oct 28, 2020
Kun Zhou, Berrak Sisman, Rui Liu, Haizhou Li

* Submitted to ICASSP 2021 

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Towards Topic-Guided Conversational Recommender System

Oct 08, 2020
Kun Zhou, Yuanhang Zhou, Wayne Xin Zhao, Xiaoke Wang, Ji-Rong Wen

* 12 pages, Accepted by Coling2020 

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Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network

Sep 25, 2020
Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen

* CIKM 2020 

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Mesh Guided One-shot Face Reenactment using Graph Convolutional Networks

Sep 18, 2020
Guangming Yao, Yi Yuan, Tianjia Shao, Kun Zhou

* 9 pages, 8 figures,accepted by ACM MM2020 

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Second-order Neural Network Training Using Complex-step Directional Derivative

Sep 15, 2020
Siyuan Shen, Tianjia Shao, Kun Zhou, Chenfanfu Jiang, Feng Luo, Yin Yang


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Dynamic Future Net: Diversified Human Motion Generation

Aug 25, 2020
Wenheng Chen, He Wang, Yi Yuan, Tianjia Shao, Kun Zhou

* Accepted by ACMMM 2020 

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Leveraging Historical Interaction Data for Improving Conversational Recommender System

Aug 19, 2020
Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen

* Accepted as CIKM short paper 

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S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization

Aug 18, 2020
Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen

* Accepted as CIKM2020 long paper 

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Spectrum and Prosody Conversion for Cross-lingual Voice Conversion with CycleGAN

Aug 12, 2020
Zongyang Du, Kun Zhou, Berrak Sisman, Haizhou Li

* Submitted to APSIPA ASC 2020 

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VAW-GAN for Singing Voice Conversion with Non-parallel Training Data

Aug 12, 2020
Junchen Lu, Kun Zhou, Berrak Sisman, Haizhou Li

* Submitted to APSIPA ASC 2020 

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Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion

Jul 08, 2020
Kun Zhou, Wayne Xin Zhao, Shuqing Bian, Yuanhang Zhou, Ji-Rong Wen, Jingsong Yu


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AutoSweep: Recovering 3D Editable Objectsfrom a Single Photograph

May 28, 2020
Xin Chen, Yuwei Li, Xi Luo, Tianjia Shao, Jingyi Yu, Kun Zhou, Youyi Zheng

* IEEE Transactions on Visualization and Computer Graphics, vol. 26, no. 3, pp. 1466-1475, 1 March 2020 
* 10 pages, 12 figures 

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Converting Anyone's Emotion: Towards Speaker-Independent Emotional Voice Conversion

May 13, 2020
Kun Zhou, Berrak Sisman, Mingyang Zhang, Haizhou Li

* Submitted to Interspeech 2020 

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Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks

Mar 12, 2020
Jiangke Lin, Yi Yuan, Tianjia Shao, Kun Zhou

* Accepted to CVPR 2020 

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HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape Estimation

Mar 10, 2020
Kun Zhou, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu

* 14 pages, 14figures, Externed version of HEMlets Pose [ICCV2019]. arXiv admin note: substantial text overlap with arXiv:1910.12032 

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SketchGCN: Semantic Sketch Segmentation with Graph Convolutional Networks

Mar 02, 2020
Lumin Yang, Jiajie Zhuang, Hongbo Fu, Kun Zhou, Youyi Zheng


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Improving Multi-Turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting

Feb 18, 2020
Kun Zhou, Wayne Xin Zhao, Yutao Zhu, Ji-Rong Wen, Jingsong Yu

* 12 pages. Accepted by PAKDD 2020 

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Transforming Spectrum and Prosody for Emotional Voice Conversion with Non-Parallel Training Data

Feb 01, 2020
Kun Zhou, Berrak Sisman, Haizhou Li

* Submitted to Speaker Odyssey 2020 

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EmbedMask: Embedding Coupling for One-stage Instance Segmentation

Dec 05, 2019
Hui Ying, Zhaojin Huang, Shu Liu, Tianjia Shao, Kun Zhou

* Code is available at github.com/yinghdb/EmbedMask 

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SMART: Skeletal Motion Action Recognition aTtack

Nov 21, 2019
He Wang, Feixiang He, Zhexi Peng, Yongliang Yang, Tianjia Shao, Kun Zhou, David Hogg


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Unsupervised Context Rewriting for Open Domain Conversation

Oct 30, 2019
Kun Zhou, Kai Zhang, Yu Wu, Shujie Liu, Jingsong Yu


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HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation

Oct 26, 2019
Kun Zhou, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu

* 10 pages, 6 figures, to be presented at ICCV 2019 

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Adversarial 3D Human Pose Estimation via Multimodal Depth Supervision

Sep 21, 2018
Kun Zhou, Jinmiao Cai, Yao Li, Yulong Shi, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu


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