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Transfer Learning Approaches for Streaming End-to-End Speech Recognition System

Aug 12, 2020
Vikas Joshi, Rui Zhao, Rupesh R. Mehta, Kshitiz Kumar, Jinyu Li


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Woodpecker-DL: Accelerating Deep Neural Networks via Hardware-Aware Multifaceted Optimizations

Aug 11, 2020
Yongchao Liu, Yue Jin, Yong Chen, Teng Teng, Hang Ou, Rui Zhao, Yao Zhang

* 10 pages, 3 figures 

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Deep Reinforcement Learning Based Mobile Edge Computing for Intelligent Internet of Things

Aug 01, 2020
Rui Zhao, Xinjie Wang, Junjuan Xia, Liseng Fan


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Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability

Jul 30, 2020
Jinyu Li, Rui Zhao, Zhong Meng, Yanqing Liu, Wenning Wei, Sarangarajan Parthasarathy, Vadim Mazalov, Zhenghao Wang, Lei He, Sheng Zhao, Yifan Gong

* Accepted by Interspeech 2020 

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Deep Multi-task Learning for Facial Expression Recognition and Synthesis Based on Selective Feature Sharing

Jul 09, 2020
Rui Zhao, Tianshan Liu, Jun Xiao, Daniel P. K. Lun, Kin-Man Lam

* ICPR 2020 

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Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score

Jul 02, 2020
Zhiliang Wu, Yinchong Yang, Yunpu Ma, Yushan Liu, Rui Zhao, Michael Moor, Volker Tresp


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Continual Representation Learning for Biometric Identification

Jun 28, 2020
Bo Zhao, Shixiang Tang, Dapeng Chen, Hakan Bilen, Rui Zhao


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Enhancement of a CNN-Based Denoiser Based on Spatial and Spectral Analysis

Jun 28, 2020
Rui Zhao, Kin-Man Lam, Daniel P. K. Lun

* ICIP 2019 

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Self-supervising Fine-grained Region Similarities for Large-scale Image Localization

Jun 06, 2020
Yixiao Ge, Haibo Wang, Feng Zhu, Rui Zhao, Hongsheng Li


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Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID

Jun 04, 2020
Yixiao Ge, Dapeng Chen, Feng Zhu, Rui Zhao, Hongsheng Li


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On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition

May 28, 2020
Jinyu Li, Yu Wu, Yashesh Gaur, Chengyi Wang, Rui Zhao, Shujie Liu

* submitted to Interspeech 2020 

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COCAS: A Large-Scale Clothes Changing Person Dataset for Re-identification

May 16, 2020
Shijie Yu, Shihua Li, Dapeng Chen, Rui Zhao, Junjie Yan, Yu Qiao

* Accepted by CVPR2020 

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Exploring Pre-training with Alignments for RNN Transducer based End-to-End Speech Recognition

May 01, 2020
Hu Hu, Rui Zhao, Jinyu Li, Liang Lu, Yifan Gong

* Accepted by ICASSP 2020 

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Learning to Cluster Faces via Confidence and Connectivity Estimation

Apr 03, 2020
Lei Yang, Dapeng Chen, Xiaohang Zhan, Rui Zhao, Chen Change Loy, Dahua Lin

* 8 pages, 6 figures, CVPR 2020 

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High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model

Mar 17, 2020
Jinyu Li, Rui Zhao, Eric Sun, Jeremy H. M. Wong, Amit Das, Zhong Meng, Yifan Gong

* Accepted by ICASSP 2020 

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Structured Domain Adaptation for Unsupervised Person Re-identification

Mar 14, 2020
Yixiao Ge, Feng Zhu, Rui Zhao, Hongsheng Li


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Mutual Information-based State-Control for Intrinsically Motivated Reinforcement Learning

Feb 05, 2020
Rui Zhao, Volker Tresp, Wei Xu

* 12 pages, 8 figures 

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Towards a computer-interpretable actionable formal model to encode data governance rules

Nov 19, 2019
Rui Zhao, Malcolm Atkinson

* The non-draft version of this paper has been submitted and accepted to BC2DC 19 (at IEEE eScience 2019) 

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Improving RNN Transducer Modeling for End-to-End Speech Recognition

Sep 26, 2019
Jinyu Li, Rui Zhao, Hu Hu, Yifan Gong

* Accepted by IEEE ASRU workshop, 2019 

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Memory-Based Neighbourhood Embedding for Visual Recognition

Aug 14, 2019
Suichan Li, Dapeng Chen, Bin Liu, Nenghai Yu, Rui Zhao

* Accepted by ICCV2019 for oral presentation 

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Maximum Entropy-Regularized Multi-Goal Reinforcement Learning

May 28, 2019
Rui Zhao, Xudong Sun, Volker Tresp

* PMLR 97:7553-7562, 2019 
* Published in International Conference on Machine Learning (ICML 2019), Long Beach, USA. arXiv admin note: text overlap with arXiv:1902.08039 

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P2SGrad: Refined Gradients for Optimizing Deep Face Models

May 07, 2019
Xiao Zhang, Rui Zhao, Junjie Yan, Mengya Gao, Yu Qiao, Xiaogang Wang, Hongsheng Li

* Accepted by CVPR 2019 

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AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations

May 07, 2019
Xiao Zhang, Rui Zhao, Yu Qiao, Xiaogang Wang, Hongsheng Li

* CVPR 2019 Oral 

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Neural Networks for Modeling Source Code Edits

Apr 04, 2019
Rui Zhao, David Bieber, Kevin Swersky, Daniel Tarlow

* Deanonymized version of ICLR 2019 submission 

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Curiosity-Driven Experience Prioritization via Density Estimation

Mar 23, 2019
Rui Zhao, Volker Tresp

* Accepted by NIPS Deep RL Workshop, 2018, link: https://sites.google.com/view/deep-rl-workshop-nips-2018 . arXiv admin note: substantial text overlap with arXiv:1810.01363 

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Advancing Acoustic-to-Word CTC Model with Attention and Mixed-Units

Dec 31, 2018
Amit Das, Jinyu Li, Guoli Ye, Rui Zhao, Yifan Gong


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Energy-Based Hindsight Experience Prioritization

Oct 08, 2018
Rui Zhao, Volker Tresp

* Accepted by Conference on Robot Learning (CoRL 2018) as oral presentation (7%), Zurich, Switzerland 

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