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Comprehensive and Clinically Accurate Head and Neck Organs at Risk Delineation via Stratified Deep Learning: A Large-scale Multi-Institutional Study


Nov 01, 2021
Dazhou Guo, Jia Ge, Xianghua Ye, Senxiang Yan, Yi Xin, Yuchen Song, Bing-shen Huang, Tsung-Min Hung, Zhuotun Zhu, Ling Peng, Yanping Ren, Rui Liu, Gong Zhang, Mengyuan Mao, Xiaohua Chen, Zhongjie Lu, Wenxiang Li, Yuzhen Chen, Lingyun Huang, Jing Xiao, Adam P. Harrison, Le Lu, Chien-Yu Lin, Dakai Jin, Tsung-Ying Ho


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SSMF: Shifting Seasonal Matrix Factorization


Oct 25, 2021
Koki Kawabata, Siddharth Bhatia, Rui Liu, Mohit Wadhwa, Bryan Hooi

* NeurIPS, 2021 

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VisualTTS: TTS with Accurate Lip-Speech Synchronization for Automatic Voice Over


Oct 09, 2021
Junchen Lu, Berrak Sisman, Rui Liu, Mingyang Zhang, Haizhou Li

* Submitted to ICASSP 2022 

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StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis


Oct 08, 2021
Rui Liu, Berrak Sisman, Haizhou Li

* Submitted to ICASSP 2022. 5 pages, 3 figures, 1 table. Our codes are available at: https://github.com/ttslr/StrengthNet 

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Decoupling Speaker-Independent Emotions for Voice Conversion Via Source-Filter Networks


Oct 04, 2021
Zhaojie Luo, Shoufeng Lin, Rui Liu, Jun Baba, Yuichiro Yoshikawa, Ishiguro Hiroshi


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FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting


Sep 07, 2021
Rui Liu, Hanming Deng, Yangyi Huang, Xiaoyu Shi, Lewei Lu, Wenxiu Sun, Xiaogang Wang, Jifeng Dai, Hongsheng Li

* To appear at ICCV 2021 

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Vector-Decomposed Disentanglement for Domain-Invariant Object Detection


Aug 15, 2021
Aming Wu, Rui Liu, Yahong Han, Linchao Zhu, Yi Yang

* Accepted by ICCV 2021 

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Using Query Expansion in Manifold Ranking for Query-Oriented Multi-Document Summarization


Jul 31, 2021
Quanye Jia, Rui Liu, Jianying Lin

* https://github.com/homealim2012/QE_Mani_Summary 

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Spatiotemporal convolutional network for time-series prediction and causal inference


Jul 03, 2021
Hao Peng, Pei Chen, Rui Liu, Luonan Chen

* 23 pages, 6 figures 

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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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Distributed TD(0) with Almost No Communication


Apr 16, 2021
Rui Liu, Alex Olshevsky


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Decoupled Spatial-Temporal Transformer for Video Inpainting


Apr 14, 2021
Rui Liu, Hanming Deng, Yangyi Huang, Xiaoyu Shi, Lewei Lu, Wenxiu Sun, Xiaogang Wang, Jifeng Dai, Hongsheng Li


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Synthesized Trust Learning from Limited Human Feedback for Human-Load-Reduced Multi-Robot Deployments


Apr 07, 2021
Yijiang Pang, Chao Huang, Rui Liu

* 6 pages 

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Isconna: Streaming Anomaly Detection with Frequency and Patterns


Apr 04, 2021
Rui Liu, Siddharth Bhatia, Bryan Hooi


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Reinforcement Learning for Emotional Text-to-Speech Synthesis with Improved Emotion Discriminability


Apr 03, 2021
Rui Liu, Berrak Sisman, Haizhou Li

* 5 pages, 4 figures, Submitted to Interspeech 2021, Speech Samples: https://ttslr.github.io/i-ETTS 

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Repairing Human Trust by Promptly Correcting Robot Mistakes with An Attention Transfer Model


Mar 14, 2021
Ruijiao Luo, Chao Huang, Yuntao Peng, Boyi Song, Rui Liu


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Meta Preference Learning for Fast User Adaptation in Human-Supervisory Multi-Robot Deployments


Mar 14, 2021
Chao Huang, Wenhao Luo, Rui Liu


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DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network


Mar 14, 2021
Rui Liu, Yixiao Ge, Ching Lam Choi, Xiaogang Wang, Hongsheng Li

* To appear at CVPR2021 

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A Physics-Informed Machine Learning Model for Porosity Analysis in Laser Powder Bed Fusion Additive Manufacturing


Jan 13, 2021
Rui Liu, Sen Liu, Xiaoli Zhang

* 14 pages 

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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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Temporal Difference Learning as Gradient Splitting


Oct 27, 2020
Rui Liu, Alex Olshevsky


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Adam with Bandit Sampling for Deep Learning


Oct 24, 2020
Rui Liu, Tianyi Wu, Barzan Mozafari

* Accepted to NeurIPS 2020 as spotlight presentation 

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GraphSpeech: Syntax-Aware Graph Attention Network For Neural Speech Synthesis


Oct 23, 2020
Rui Liu, Berrak Sisman, Haizhou Li

* This paper was submitted to ICASSP2021 

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Real-Time Streaming Anomaly Detection in Dynamic Graphs


Sep 17, 2020
Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos

* arXiv admin note: substantial text overlap with arXiv:1911.04464 

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Asymptotic Convergence Rate of Alternating Minimization for Rank One Matrix Completion


Aug 11, 2020
Rui Liu, Alex Olshevsky

* 6 pages, 4 figures 

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Modeling Prosodic Phrasing with Multi-Task Learning in Tacotron-based TTS


Aug 11, 2020
Rui Liu, Berrak Sisman, Feilong Bao, Guanglai Gao, Haizhou Li

* To appear in IEEE Signal Processing Letters (SPL) 

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Explanation of Reinforcement Learning Model in Dynamic Multi-Agent System


Aug 04, 2020
Xinzhi Wang, Huao Li, Rui Liu, Hui Zhang, Michael Lewis, Katia Sycara


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Inner Attention Modeling for Flexible Teaming of Heterogeneous Multi Robots Using Multi-Agent Reinforcement Learning


Jun 28, 2020
Chao Huang, Rui Liu

* submission for the Robotics Science and Systems (RSS) 2020 workshop -- Heterogeneous Multi-Robot Task Allocation and Coordination 

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Trust Aware Emergency Response for A Resilient Human-Swarm Cooperative System


Jun 27, 2020
Yijiang Pang, Rui Liu

* workshop for Robotics Science and Systems (RSS) 2020 

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Multi-step-ahead Prediction from Short-term Data by Delay-embedding-based Forecast Machine


May 16, 2020
Hao Peng, Pei Chen, Rui Liu

* 18 pages, 6 figures 

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