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Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models


Sep 13, 2021
Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu, Ji-Rong Wen

* Accepted by EMNLP 2021 (Main Conference) 

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Unsupervised Image Generation with Infinite Generative Adversarial Networks


Aug 18, 2021
Hui Ying, He Wang, Tianjia Shao, Yin Yang, Kun Zhou

* 18 pages, 11 figures 

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Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals


Jul 18, 2021
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Hao Jiang, Zhicheng Dou

* Accepted by SIGIR 2021 

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Expressive Voice Conversion: A Joint Framework for Speaker Identity and Emotional Style Transfer


Jul 08, 2021
Zongyang Du, Berrak Sisman, Kun Zhou, Haizhou Li

* Submitted to ASRU 2021 

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Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-$N$ Recommendation


Jun 12, 2021
Hui Wang, Kun Zhou, Wayne Xin Zhao, Jingyuan Wang, Ji-Rong Wen

* 26 pages 

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Emotional Voice Conversion: Theory, Databases and ESD


May 31, 2021
Kun Zhou, Berrak Sisman, Rui Liu, Haizhou Li

* Submitted to Speech Communication 

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LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and Beyond


May 21, 2021
Wenbo Li, Kun Zhou, Lu Qi, Nianjuan Jiang, Jiangbo Lu, Jiaya Jia

* NeurIPS2020 

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BERT4SO: Neural Sentence Ordering by Fine-tuning BERT


Apr 13, 2021
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Shengchao Liu, Yabo Ling, Pan Du


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Limited Data Emotional Voice Conversion Leveraging Text-to-Speech: Two-stage Sequence-to-Sequence Training


Mar 31, 2021
Kun Zhou, Berrak Sisman, Haizhou Li

* Submitted to Interspeech 2021 

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Best-Buddy GANs for Highly Detailed Image Super-Resolution


Mar 29, 2021
Wenbo Li, Kun Zhou, Lu Qi, Liying Lu, Nianjuan Jiang, Jiangbo Lu, Jiaya Jia


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Learning Efficient Photometric Feature Transform for Multi-view Stereo


Mar 27, 2021
Kaizhang Kang, Cihui Xie, Ruisheng Zhu, Xiaohe Ma, Ping Tan, Hongzhi Wu, Kun Zhou


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BASAR:Black-box Attack on Skeletal Action Recognition


Mar 19, 2021
Yunfeng Diao, Tianjia Shao, Yong-Liang Yang, Kun Zhou, He Wang

* Accepted in CVPR 2021 

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Understanding the Robustness of Skeleton-based Action Recognition under Adversarial Attack


Mar 18, 2021
He Wang, Feixiang He, Zhexi Peng, Tianjia Shao, Yong-Liang Yang, Kun Zhou, David Hogg

* Accepted in CVPR 2021. arXiv admin note: substantial text overlap with arXiv:1911.07107 

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In-game Residential Home Planning via Visual Context-aware Global Relation Learning


Feb 23, 2021
Lijuan Liu, Yin Yang, Yi Yuan, Tianjia Shao, He Wang, Kun Zhou


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One-shot Face Reenactment Using Appearance Adaptive Normalization


Feb 20, 2021
Guangming Yao, Yi Yuan, Tianjia Shao, Shuang Li, Shanqi Liu, Yong Liu, Mengmeng Wang, Kun Zhou

* 9 pages, 8 figures,3 tables ,Accepted by AAAI2021 

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High-order Differentiable Autoencoder for Nonlinear Model Reduction


Feb 19, 2021
Siyuan Shen, Yang Yin, Tianjia Shao, He Wang, Chenfanfu Jiang, Lei Lan, Kun Zhou


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Structure-aware Person Image Generation with Pose Decomposition and Semantic Correlation


Feb 05, 2021
Jilin Tang, Yi Yuan, Tianjia Shao, Yong Liu, Mengmeng Wang, Kun Zhou

* 9 pages, 8 figures 

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Neural Sentence Ordering Based on Constraint Graphs


Jan 28, 2021
Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, Zhicheng Dou

* AAAI 2021 Camera Ready 

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Content Selection Network for Document-grounded Retrieval-based Chatbots


Jan 21, 2021
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Zhicheng Dou

* ECIR 2021 Camera Ready 

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CRSLab: An Open-Source Toolkit for Building Conversational Recommender System


Jan 04, 2021
Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen

* 8 pages 

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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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