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On Addressing Practical Challenges for RNN-Transducer


May 04, 2021
Rui Zhao, Jian Xue, Jinyu Li, Wenning Wei, Lei He, Yifan Gong

* 5 pages 

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Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification


Apr 27, 2021
Yixiao Ge, Ching Lam Choi, Xiao Zhang, Peipei Zhao, Feng Zhu, Rui Zhao, Hongsheng Li

* Project Page: https://geyixiao.com/projects/bake 

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Memory Enhanced Embedding Learning for Cross-Modal Video-Text Retrieval


Mar 29, 2021
Rui Zhao, Kecheng Zheng, Zheng-Jun Zha, Hongtao Xie, Jiebo Luo

* Technical Report 

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Mutual Information State Intrinsic Control


Mar 15, 2021
Rui Zhao, Yang Gao, Pieter Abbeel, Volker Tresp, Wei Xu

* Published in International Conference on Learning Representations (ICLR 2021) as Spotlight (top 5%), Link: https://openreview.net/forum?id=OthEq8I5v1. arXiv admin note: text overlap with arXiv:2002.01963 

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Consensus-Guided Correspondence Denoising


Jan 03, 2021
Chen Zhao, Yixiao Ge, Jiaqi Yang, Feng Zhu, Rui Zhao, Hongsheng Li


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Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition


Nov 03, 2020
Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong

* 2021 IEEE Spoken Language Technology Workshop (SLT) 
* 8 pages, 2 figures, SLT 2021 

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Vulnerability of the Neural Networks Against Adversarial Examples: A Survey


Nov 02, 2020
Rui Zhao


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NTGAN: Learning Blind Image Denoising without Clean Reference


Sep 09, 2020
Rui Zhao, Daniel P. K. Lun, Kin-Man Lam

* BMVC 2020 

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


Aug 17, 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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