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Yuan Gao

Department of Information Technology, Uppsala University, Uppsala, Sweden

Exploiting Learnable Joint Groups for Hand Pose Estimation

Dec 17, 2020
Moran Li, Yuan Gao, Nong Sang

* Accepted by AAAI2021 

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Generative Learning With Euler Particle Transport

Dec 11, 2020
Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Zhijian Yang

* arXiv admin note: substantial text overlap with arXiv:2002.02862 

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Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data

Nov 16, 2020
Chongyang Wang, Yuan Gao, Akhil Mathur, Amanda C. De C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze


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Partial FC: Training 10 Million Identities on a Single Machine

Oct 11, 2020
Xiang An, Xuhan Zhu, Yang Xiao, Lan Wu, Ming Zhang, Yuan Gao, Bin Qin, Debing Zhang, Ying Fu

* 8 pages, 9 figures 

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WeChat Neural Machine Translation Systems for WMT20

Oct 05, 2020
Fandong Meng, Jianhao Yan, Yijin Liu, Yuan Gao, Xianfeng Zeng, Qinsong Zeng, Peng Li, Ming Chen, Jie Zhou, Sifan Liu, Hao Zhou

* Accepted at WMT 2020. Our Chinese to English system achieved the highest case-sensitive BLEU score among all submissions 

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Recognizing Micro-expression in Video Clip with Adaptive Key-frame Mining

Sep 19, 2020
Min Peng, Chongyang Wang, Yuan Gao, Tao Bi, Tong Chen, Yu Shi, Xiang-Dong Zhou

* Submitted for Review in IEEE Transactions on Affective Computing 

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CAD-PU: A Curvature-Adaptive Deep Learning Solution for Point Set Upsampling

Sep 10, 2020
Jiehong Lin, Xian Shi, Yuan Gao, Ke Chen, Kui Jia


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PP-YOLO: An Effective and Efficient Implementation of Object Detector

Aug 03, 2020
Xiang Long, Kaipeng Deng, Guanzhong Wang, Yang Zhang, Qingqing Dang, Yuan Gao, Hui Shen, Jianguo Ren, Shumin Han, Errui Ding, Shilei Wen


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Graph-PCNN: Two Stage Human Pose Estimation with Graph Pose Refinement

Jul 21, 2020
Jian Wang, Xiang Long, Yuan Gao, Errui Ding, Shilei Wen

* Accepted to ECCV2020 

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Data-driven Efficient Solvers and Predictions of Conformational Transitions for Langevin Dynamics on Manifold in High Dimensions

May 22, 2020
Yuan Gao, Jian-Guo Liu, Nan Wu

* 59 pages, 16 figures 

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Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification from CT Images

Apr 14, 2020
Shaoping Hu, Yuan Gao, Zhangming Niu, Yinghui Jiang, Lao Li, Xianglu Xiao, Minhao Wang, Evandro Fei Fang, Wade Menpes-Smith, Jun Xia, Hui Ye, Guang Yang

* 21 pages, 7 figures 

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MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning

Mar 31, 2020
Yuan Gao, Haoping Bai, Zequn Jie, Jiayi Ma, Kui Jia, Wei Liu

* IEEE Conference on Computer Vision and Pattern Recognition, 2020 
* Accepted to CVPR2020. The first two authors contribute equally 

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Stochastic Flows and Geometric Optimization on the Orthogonal Group

Mar 30, 2020
Krzysztof Choromanski, David Cheikhi, Jared Davis, Valerii Likhosherstov, Achille Nazaret, Achraf Bahamou, Xingyou Song, Mrugank Akarte, Jack Parker-Holder, Jacob Bergquist, Yuan Gao, Aldo Pacchiano, Tamas Sarlos, Adrian Weller, Vikas Sindhwani


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DRST: Deep Residual Shearlet Transform for Densely Sampled Light Field Reconstruction

Mar 19, 2020
Yuan Gao, Robert Bregovic, Reinhard Koch, Atanas Gotchev


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Application of Deep Q-Network in Portfolio Management

Mar 13, 2020
Ziming Gao, Yuan Gao, Yi Hu, Zhengyong Jiang, Jionglong Su


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Learning Implicit Generative Models with Theoretical Guarantees

Feb 17, 2020
Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu


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Automated Testing for Deep Learning Systems with Differential Behavior Criteria

Dec 31, 2019
Yuan Gao, Yiqiang Han

* 8 pages, 9 figures 

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Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations

Nov 09, 2019
Iddo Drori, Darshan Thaker, Arjun Srivatsa, Daniel Jeong, Yueqi Wang, Linyong Nan, Fan Wu, Dimitri Leggas, Jinhao Lei, Weiyi Lu, Weilong Fu, Yuan Gao, Sashank Karri, Anand Kannan, Antonio Moretti, Mohammed AlQuraishi, Chen Keasar, Itsik Pe'er

* Machine Learning in Computational Biology, 2019 

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Impact-Aware Online Motion Planning for Fully-Actuated Bipedal Robot Walking

Oct 25, 2019
Yuan Gao, Xingye Da, Yan Gu


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Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction

Aug 12, 2019
Yuan Gao, Elena Sibirtseva, Ginevra Castellano, Danica Kragic


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Intra-Ensemble in Neural Networks

Apr 09, 2019
Yuan Gao, Zixiang Cai, Yimin Chen, Wenke Chen, Kan Yang, Chen Sun, Cong Yao


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Wasserstein-Wasserstein Auto-Encoders

Feb 25, 2019
Shunkang Zhang, Yuan Gao, Yuling Jiao, Jin Liu, Yang Wang, Can Yang


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Deep Generative Learning via Variational Gradient Flow

Feb 07, 2019
Yuan Gao, Yuling Jiao, Yang Wang, Yao Wang, Can Yang, Shunkang Zhang


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Social Behavior Learning with Realistic Reward Shaping

Oct 22, 2018
Yuan Gao, Fangkai Yang, Martin Frisk, Daniel Hernandez, Christopher Peters, Ginevra Castellano


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