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Unsupervised Multimodal Image Registration with Adaptative Gradient Guidance

Nov 12, 2020
Zhe Xu, Jiangpeng Yan, Jie Luo, Xiu Li, Jayender Jagadeesan

* 5 pages, under review 

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Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks

Nov 12, 2020
Zhe Xu, Jiangpeng Yan, Jie Luo, William Wells, Xiu Li, Jayender Jagadeesan

* 5 pages, 5 figures 

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F3RNet: Full-Resolution Residual Registration Network for Multimodal Image Registration

Sep 15, 2020
Zhe Xu, Jie Luo, Jiangpeng Yan, Xiu Li, Jagadeesan Jayender

* 15 pages, under review 

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Real-time and Large-scale Fleet Allocation of Autonomous Taxis: A Case Study in New York Manhattan Island

Sep 06, 2020
Yue Yang, Wencang Bao, Mohsen Ramezani, Zhe Xu


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Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration

Jul 06, 2020
Zhe Xu, Jie Luo, Jiangpeng Yan, Ritvik Pulya, Xiu Li, William Wells III, Jayender Jagadeesan

* accepted by MICCAI 2020 

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Reward Machines for Cooperative Multi-Agent Reinforcement Learning

Jul 03, 2020
Cyrus Neary, Zhe Xu, Bo Wu, Ufuk Topcu


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Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples

Jun 28, 2020
Zhe Xu, Bo Wu, Daniel Neider, Ufuk Topcu


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Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers

May 14, 2020
Junjie Liu, Zhe Xu, Runbin Shi, Ray C. C. Cheung, Hayden K. H. So

* ICLR 2020, camera ready version 

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Do Public Datasets Assure Unbiased Comparisons for Registration Evaluation?

Mar 20, 2020
Jie Luo, Guangshen Ma, Sarah Frisken, Parikshit Juvekar, Nazim Haouchine, Zhe Xu, Yiming Xiao, Alexandra Golby, Patrick Codd, Masashi Sugiyama, William Wells III

* Draft 1 

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Adaptive Teaching of Temporal Logic Formulas to Learners with Preferences

Jan 27, 2020
Zhe Xu, Yuxin Chen, Ufuk Topcu

* 25 pages 

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Active Task-Inference-Guided Deep Inverse Reinforcement Learning

Jan 24, 2020
Farzan Memarian, Zhe Xu, Bo Wu, Min Wen, Ufuk Topcu


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Differentially Private Controller Synthesis With Metric Temporal Logic Specifications

Sep 29, 2019
Zhe Xu, Kasra Yazdani, Matthew T. Hale, Ufuk Topcu


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Accurate and Compact Convolutional Neural Networks with Trained Binarization

Sep 25, 2019
Zhe Xu, Ray C. C. Cheung

* Accepted as an Oral presentation in British Machine Vision Conference (BMVC) 2019 

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Controller Synthesis for Multi-Agent Systems With Intermittent Communication: A Metric Temporal Logic Approach

Sep 22, 2019
Zhe Xu, Federico M. Zegers, Bo Wu, Warren Dixon, Ufuk Topcu


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Joint Inference of Reward Machines and Policies for Reinforcement Learning

Sep 12, 2019
Zhe Xu, Ivan Gavran, Yousef Ahmad, Rupak Majumdar, Daniel Neider, Ufuk Topcu, Bo Wu


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Transfer of Temporal Logic Formulas in Reinforcement Learning

Sep 10, 2019
Zhe Xu, Ufuk Topcu

* IJCAI'19 

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Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning

Nov 01, 2018
Kaixiang Lin, Renyu Zhao, Zhe Xu, Jiayu Zhou


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A Robust Background Initialization Algorithm with Superpixel Motion Detection

May 17, 2018
Zhe Xu, Biao Min, Ray C. C. Cheung

* submitted to Elsevier Signal Processing: Image Communication 

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Query-free Clothing Retrieval via Implicit Relevance Feedback

Nov 01, 2017
Zhuoxiang Chen, Zhe Xu, Ya Zhang, Xiao Gu

* 12 pages, under review at IEEE Transactions on Multimedia 

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Census Signal Temporal Logic Inference for Multi-Agent Group Behavior Analysis

Oct 05, 2016
Zhe Xu, Agung Julius

* 26 pages, 5 figures 

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Part-Stacked CNN for Fine-Grained Visual Categorization

Dec 26, 2015
Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang


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