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Going Beyond Linear RL: Sample Efficient Neural Function Approximation


Jul 14, 2021
Baihe Huang, Kaixuan Huang, Sham M. Kakade, Jason D. Lee, Qi Lei, Runzhe Wang, Jiaqi Yang


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Optimal Gradient-based Algorithms for Non-concave Bandit Optimization


Jul 09, 2021
Baihe Huang, Kaixuan Huang, Sham M. Kakade, Jason D. Lee, Qi Lei, Runzhe Wang, Jiaqi Yang


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Visual Odometry with an Event Camera Using Continuous Ray Warping and Volumetric Contrast Maximization


Jul 07, 2021
Yifu Wang, Jiaqi Yang, Xin Peng, Peng Wu, Ling Gao, Kun Huang, Jiaben Chen, Laurent Kneip


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Dynamic Image Restoration and Fusion Based on Dynamic Degradation


Apr 30, 2021
Aiqing Fang, Xinbo Zhao, Jiaqi Yang, Yanning Zhang


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Dynamic Degradation for Image Restoration and Fusion


Apr 28, 2021
Aiqing Fang, Xinbo Zhao, Jiaqi Yang, Yanning Zhang


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Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery


Mar 02, 2021
Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan

* 14 pages, 7 figures, submitted to IEEE JSTARS 

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Variance-Aware Confidence Set: Variance-Dependent Bound for Linear Bandits and Horizon-Free Bound for Linear Mixture MDP


Feb 19, 2021
Zihan Zhang, Jiaqi Yang, Xiangyang Ji, Simon S. Du

* 31 pages 

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Provable Model-based Nonlinear Bandit and Reinforcement Learning: Shelve Optimism, Embrace Virtual Curvature


Feb 08, 2021
Kefan Dong, Jiaqi Yang, Tengyu Ma


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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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Fully Gap-Dependent Bounds for Multinomial Logit Bandit


Nov 19, 2020
Jiaqi Yang

* 32 pages 

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On Efficient and Robust Metrics for RANSAC Hypotheses and 3D Rigid Registration


Nov 10, 2020
Jiaqi Yang, Zhiqiang Huang, Siwen Quan, Qian Zhang, Yanning Zhang, Zhiguo Cao


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Provable Benefits of Representation Learning in Linear Bandits


Oct 13, 2020
Jiaqi Yang, Wei Hu, Jason D. Lee, Simon S. Du

* 28 pages, 6 figures 

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AE-Netv2: Optimization of Image Fusion Efficiency and Network Architecture


Oct 06, 2020
Aiqing Fang, Xinbo Zhao, Jiaqi Yang, Beibei Qin, Yanning Zhang

* Some mistakes have been fixed 

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3D Correspondence Grouping with Compatibility Features


Jul 21, 2020
Jiaqi Yang, Jiahao Chen, Zhiqiang Huang, Siwen Quan, Yanning Zhang, Zhiguo Cao


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AE-Net: Autonomous Evolution Image Fusion Method Inspired by Human Cognitive Mechanism


Jul 17, 2020
Aiqing Fang, Xinbo Zhao, Jiaqi Yang, Shihao Cao, Yanning Zhang


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Linear Bandits with Limited Adaptivity and Learning Distributional Optimal Design


Jul 16, 2020
Yufei Ruan, Jiaqi Yang, Yuan Zhou


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LRF-Net: Learning Local Reference Frames for 3D Local Shape Description and Matching


Jan 22, 2020
Angfan Zhu, Jiaqi Yang, Chen Zhao, Ke Xian, Zhiguo Cao, Xin Li

* 7 pages, 9 figures 

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Rotation Invariant Point Cloud Classification: Where Local Geometry Meets Global Topology


Nov 01, 2019
Chen Zhao, Jiaqi Yang, Xin Xiong, Angfan Zhu, Zhiguo Cao, Xin Li


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Iterative Clustering with Game-Theoretic Matching for Robust Multi-consistency Correspondence


Sep 03, 2019
Chen Zhao, Jiaqi Yang, Ke Xian, Zhiguo Cao, Xin Li


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A Performance Evaluation of Correspondence Grouping Methods for 3D Rigid Data Matching


Jul 05, 2019
Jiaqi Yang, Ke Xian, Peng Wang, Yanning Zhang

* Extension of 3DV 2017 paper 

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Evaluating Local Geometric Feature Representations for 3D Rigid Data Matching


Jun 29, 2019
Jiaqi Yang, Siwen Quan, Peng Wang, Yanning Zhang


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Comparative evaluation of 2D feature correspondence selection algorithms


Apr 30, 2019
Chen Zhao, Jiaqi Yang, Yang Xiao, Zhiguo Cao


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Learning to Fuse Local Geometric Features for 3D Rigid Data Matching


Apr 27, 2019
Jiaqi Yang, Chen Zhao, Ke Xian, Angfan Zhu, Zhiguo Cao


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NM-Net: Mining Reliable Neighbors for Robust Feature Correspondences


Mar 31, 2019
Chen Zhao, Zhiguo Cao, Chi Li, Xin Li, Jiaqi Yang

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019) (oral) 

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Performance Evaluation of 3D Correspondence Grouping Algorithms


Apr 06, 2018
Jiaqi Yang, Ke Xian, Yang Xiao, Zhiguo Cao

* Accepted to 3DV 2017, (Spotlight) 

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