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LibFewShot: A Comprehensive Library for Few-shot Learning


Sep 10, 2021
Wenbin Li, Chuanqi Dong, Pinzhuo Tian, Tiexin Qin, Xuesong Yang, Ziyi Wang, Jing Huo, Yinghuan Shi, Lei Wang, Yang Gao, Jiebo Luo

* 14 pages 

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PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers


Aug 19, 2021
Xumin Yu, Yongming Rao, Ziyi Wang, Zuyan Liu, Jiwen Lu, Jie Zhou

* Accepted to ICCV 2021 (Oral Presentation) 

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Towards Interpretable Deep Metric Learning with Structural Matching


Aug 12, 2021
Wenliang Zhao, Yongming Rao, Ziyi Wang, Jiwen Lu, Jie Zhou

* Accepted to ICCV 2021 

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Spatial-Temporal Deep Intention Destination Networks for Online Travel Planning


Aug 09, 2021
Yu Li, Fei Xiong, Ziyi Wang, Zulong Chen, Chuanfei Xu, Yuyu Yin, Li Zhou


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LHRM: A LBS based Heterogeneous Relations Model for User Cold Start Recommendation in Online Travel Platform


Aug 05, 2021
Ziyi Wang, Wendong Xiao, Yu Li, Zulong Chen, Zhi Jiang


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Itinerary-aware Personalized Deep Matching at Fliggy


Aug 05, 2021
Jia Xu, Ziyi Wang, Zulong Chen, Detao Lv, Yao Yu, Chuanfei Xu

* 12 pages 

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Variational Inference MPC using Tsallis Divergence


Apr 01, 2021
Ziyi Wang, Oswin So, Jason Gibson, Bogdan Vlahov, Manan S. Gandhi, Guan-Horng Liu, Evangelos A. Theodorou


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PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds


Dec 02, 2020
Yi Wei, Ziyi Wang, Yongming Rao, Jiwen Lu, Jie Zhou


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Multi-agent Deep FBSDE Representation For Large Scale Stochastic Differential Games


Nov 21, 2020
Tianrong Chen, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou


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Safe Optimal Control Using Stochastic Barrier Functions and Deep Forward-Backward SDEs


Sep 02, 2020
Marcus Aloysius Pereira, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou


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Adaptive CVaR Optimization for Dynamical Systems with Path Space Stochastic Search


Sep 02, 2020
Ziyi Wang, Oswin So, Keuntaek Lee, Camilo A. Duarte, Evangelos A. Theodorou


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Non-convex Optimization via Adaptive Stochastic Search for End-to-End Learning and Control


Jun 22, 2020
Ioannis Exarchos, Marcus A. Pereira, Ziyi Wang, Evangelos A. Theodorou


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Deep Forward-Backward SDEs for Min-max Control


Jun 11, 2019
Ziyi Wang, Keuntaek Lee, Marcus A. Pereira, Ioannis Exarchos, Evangelos A. Theodorou


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Deep 2FBSDEs for Systems with Control Multiplicative Noise


Jun 11, 2019
Ziyi Wang, Marcus A. Pereira, Evangelos A. Theodorou


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Ensemble Bayesian Decision Making with Redundant Deep Perceptual Control Policies


Feb 19, 2019
Keuntaek Lee, Ziyi Wang, Bogdan I. Vlahov, Harleen K. Brar, Evangelos A. Theodorou


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Neural Network Architectures for Stochastic Control using the Nonlinear Feynman-Kac Lemma


Feb 18, 2019
Marcus Pereira, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou


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