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Dynamics-Regulated Kinematic Policy for Egocentric Pose Estimation


Jun 10, 2021
Zhengyi Luo, Ryo Hachiuma, Ye Yuan, Kris Kitani

* Project page: https://zhengyiluo.github.io/projects/kin_poly/ 

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LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-weighted MR Images


Apr 28, 2021
Yanglan Ou, Ye Yuan, Xiaolei Huang, Kelvin Wong, John Volpi, James Z. Wang, Stephen T. C. Wong


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SimPoE: Simulated Character Control for 3D Human Pose Estimation


Apr 01, 2021
Ye Yuan, Shih-En Wei, Tomas Simon, Kris Kitani, Jason Saragih

* CVPR 2021 (Oral). Project page: https://www.ye-yuan.com/simpoe/ 

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AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting


Mar 25, 2021
Ye Yuan, Xinshuo Weng, Yanglan Ou, Kris Kitani

* Project page: https://www.ye-yuan.com/agentformer 

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FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding


Mar 13, 2021
Bo Sun, Banghuai Li, Shengcai Cai, Ye Yuan, Chi Zhang

* CVPR 2021 Accepted 

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Causal inference using deep neural networks


Nov 25, 2020
Ye Yuan, Xueying Ding, Ziv Bar-Joseph


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Kinematics-Guided Reinforcement Learning for Object-Aware 3D Ego-Pose Estimation


Nov 15, 2020
Zhengyi Luo, Ryo Hachiuma, Ye Yuan, Shun Iwase, Kris M. Kitani

* Project website: https://zhengyiluo.github.io/projects/contextegopose/ 

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Scalable Graph Neural Networks via Bidirectional Propagation


Oct 29, 2020
Ming Chen, Zhewei Wei, Bolin Ding, Yaliang Li, Ye Yuan, Xiaoyong Du, Ji-Rong Wen

* NeurIPS 2020 

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PCAL: A Privacy-preserving Intelligent Credit Risk Modeling Framework Based on Adversarial Learning


Oct 06, 2020
Yuli Zheng, Zhenyu Wu, Ye Yuan, Tianlong Chen, Zhangyang Wang


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End-to-End 3D Multi-Object Tracking and Trajectory Forecasting


Aug 25, 2020
Xinshuo Weng, Ye Yuan, Kris Kitani

* Extended abstract. The first two authors contributed equally. Project website: http://www.xinshuoweng.com/projects/GNNTrkForecast. arXiv admin note: substantial text overlap with arXiv:2003.07847 

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AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation


Aug 16, 2020
Xinyu Gong, Wuyang Chen, Yifan Jiang, Ye Yuan, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang


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Efficient Non-Line-of-Sight Imaging from Transient Sinograms


Aug 06, 2020
Mariko Isogawa, Dorian Chan, Ye Yuan, Kris Kitani, Matthew O'Toole

* ECCV 2020. Project page: https://marikoisogawa.github.io/project/c2nlos 

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On Deep Unsupervised Active Learning


Jul 28, 2020
Changsheng Li, Handong Ma, Zhao Kang, Ye Yuan, Xiao-Yu Zhang, Guoren Wang

* Accepted by IJCAI 2020 

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AnchorFace: An Anchor-based Facial Landmark Detector Across Large Poses


Jul 07, 2020
Zixuan Xu, Banghuai Li, Miao Geng, Ye Yuan, Gang Yu


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Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training


Jun 22, 2020
Xuxi Chen, Wuyang Chen, Tianlong Chen, Ye Yuan, Chen Gong, Kewei Chen, Zhangyang Wang

* ICML 2020 accepted 

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Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis


Jun 12, 2020
Ye Yuan, Kris Kitani

* Video: https://youtu.be/XuzH1u78o1Y 

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Semi-Supervised Cervical Dysplasia Classification With Learnable Graph Convolutional Network


Apr 01, 2020
Yanglan Ou, Yuan Xue, Ye Yuan, Tao Xu, Vincent Pisztora, Jia Li, Xiaolei Huang

* ISBI 2020 

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Optical Non-Line-of-Sight Physics-based 3D Human Pose Estimation


Mar 31, 2020
Mariko Isogawa, Ye Yuan, Matthew O'Toole, Kris Kitani

* CVPR 2020. Video: https://youtu.be/4HFulrdmLE8. Project page: https://marikoisogawa.github.io/project/nlos_pose 

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BoostTree and BoostForest for Ensemble Learning


Mar 21, 2020
Changming Zhao, Dongrui Wu, Jian Huang, Ye Yuan, Hai-Tao Zhang


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DLow: Diversifying Latent Flows for Diverse Human Motion Prediction


Mar 18, 2020
Ye Yuan, Kris Kitani

* Video: https://youtu.be/64OEdSadb00 

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Joint 3D Tracking and Forecasting with Graph Neural Network and Diversity Sampling


Mar 17, 2020
Xinshuo Weng, Ye Yuan, Kris Kitani

* Code will be made available at https://github.com/xinshuoweng/GNNTrkForecast. The first two authors contributed equally to this work 

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Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery


Mar 03, 2020
Zepeng Huo, Arash PakBin, Xiaohan Chen, Nathan Hurley, Ye Yuan, Xiaoning Qian, Zhangyang Wang, Shuai Huang, Bobak Mortazavi

* 10 pages, 5 figures, accepted by AISTATS 2020 

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State-Aware Tracker for Real-Time Video Object Segmentation


Mar 01, 2020
Xi Chen, Zuoxin Li, Ye Yuan, Gang Yu, Jianxin Shen, Donglian Qi

* Accepted by CVPR2020 

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In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification with Fast Approximated Triplet Loss and Label Distillation


Dec 19, 2019
Ye Yuan, Wuyang Chen, Yang Yang, Zhangyang Wang


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A Practical Solution for SAR Despeckling with Only Single Speckled Images


Dec 13, 2019
Ye Yuan, Jianguo Sun, Jian Guan, Pengming Feng, Yanxia Wu

* 5 pages, 5 figures 

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Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification


Nov 27, 2019
Ye Yuan, Wuyang Chen, Tianlong Chen, Yang Yang, Zhou Ren, Zhangyang Wang, Gang Hua

* WACV 2020 accepted 

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