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Deep Learning Assisted Optimization for 3D Reconstruction from Single 2D Line Drawings


Sep 07, 2022
Jia Zheng, Yifan Zhu, Kehan Wang, Qiang Zou, Zihan Zhou

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* Project page is at https://manycore-research.github.io/cstr 

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End-to-end Graph-constrained Vectorized Floorplan Generation with Panoptic Refinement


Jul 27, 2022
Jiachen Liu, Yuan Xue, Jose Duarte, Krishnendra Shekhawat, Zihan Zhou, Xiaolei Huang

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* ECCV 2022 

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Continuously Discovering Novel Strategies via Reward-Switching Policy Optimization


Apr 04, 2022
Zihan Zhou, Wei Fu, Bingliang Zhang, Yi Wu

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* 30 pages, 15 figures, published as a conference paper at ICLR 2022 

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Neural Face Identification in a 2D Wireframe Projection of a Manifold Object


Mar 08, 2022
Kehan Wang, Jia Zheng, Zihan Zhou

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* To Appear in CVPR 2022. The project page is at https://manycore-research.github.io/faceformer 

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Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing


Dec 19, 2021
Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji

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* 26 pages, 5 figures, 10 tables. Accepted to BMC Bioinformatics 

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Deep Depth from Focus with Differential Focus Volume


Dec 03, 2021
Fengting Yang, Xiaolei Huang, Zihan Zhou

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* 17 pages 

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Temporal Induced Self-Play for Stochastic Bayesian Games


Aug 21, 2021
Weizhe Chen, Zihan Zhou, Yi Wu, Fei Fang

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* In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, pages 96-103 

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Towards Robust Human Trajectory Prediction in Raw Videos


Aug 18, 2021
Rui Yu, Zihan Zhou

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* 8 pages, 6 figures. Accepted by the 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021) 

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Optimized multi-axis spiral projection MR fingerprinting with subspace reconstruction for rapid whole-brain high-isotropic-resolution quantitative imaging


Aug 12, 2021
Xiaozhi Cao, Congyu Liao, Siddharth Srinivasan Iyer, Zhixing Wang, Zihan Zhou, Erpeng Dai, Gilad Liberman, Zijing Dong, Ting Gong, Hongjian He, Jianhui Zhong, Berkin Bilgic, Kawin Setsompop

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* 40 pages, 11 figures, 2 tables 

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Data-Driven Distributed State Estimation and Behavior Modeling in Sensor Networks


Sep 24, 2020
Rui Yu, Zhenyuan Yuan, Minghui Zhu, Zihan Zhou

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* 8 pages, 5 figures. To appear at the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020) 

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