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Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design


Oct 07, 2021
Ye Yuan, Yuda Song, Zhengyi Luo, Wen Sun, Kris Kitani

* Project page: https://sites.google.com/view/transform2act 

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Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis


Sep 22, 2021
Zeyuan Yin, Ye Yuan, Panfeng Guo, Pan Zhou


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POI Alias Discovery in Delivery Addresses using User Locations


Sep 20, 2021
Tianfu He, Guochun Chen, Chuishi Meng, Huajun He, Zheyi Pan, Yexin Li, Sijie Ruan, Huimin Ren, Ye Yuan, Ruiyuan Li, Junbo Zhang, Jie Bao, Hui He, Yu Zheng


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Font Completion and Manipulation by Cycling Between Multi-Modality Representations


Aug 30, 2021
Ye Yuan, Wuyang Chen, Zhaowen Wang, Matthew Fisher, Zhifei Zhang, Zhangyang Wang, Hailin Jin

* submitted to IEEE Transactions on Multimedia (TMM) 

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Temporal Knowledge Consistency for Unsupervised Visual Representation Learning


Aug 24, 2021
Weixin Feng, Yuanjiang Wang, Lihua Ma, Ye Yuan, Chi Zhang

* ICCV 2021 
* To appear in ICCV 2021 

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Black-Box Diagnosis and Calibration on GAN Intra-Mode Collapse: A Pilot Study


Jul 23, 2021
Zhenyu Wu, Zhaowen Wang, Ye Yuan, Jianming Zhang, Zhangyang Wang, Hailin Jin

* This paper has been accepted by Transactions on Multimedia Computing Communications and Applications (TOMM) for publication in 2021 

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DeFed: A Principled Decentralized and Privacy-Preserving Federated Learning Algorithm


Jul 15, 2021
Ye Yuan, Ruijuan Chen, Chuan Sun, Maolin Wang, Feng Hua, Xinlei Yi, Tao Yang, Jun Liu


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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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