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Learning Practically Feasible Policies for Online 3D Bin Packing


Sep 07, 2021
Hang Zhao, Chenyang Zhu, Xin Xu, Hui Huang, Kai Xu


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UrbanScene3D: A Large Scale Urban Scene Dataset and Simulator


Jul 09, 2021
Yilin Liu, Fuyou Xue, Hui Huang

* Project page: https://vcc.tech/UrbanScene3D/ 

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Consistent Two-Flow Network for Tele-Registration of Point Clouds


Jun 01, 2021
Zihao Yan, Zimu Yi, Ruizhen Hu, Niloy J. Mitra, Daniel Cohen-Or, Hui Huang

* Accepted to TVCG 2021, project page at https://vcc.tech/research/2021/CTFNet 

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VGF-Net: Visual-Geometric Fusion Learning for Simultaneous Drone Navigation and Height Mapping


Apr 07, 2021
Yilin Liu, Ke Xie, Hui Huang

* Graphical Models 2021 
* Accepted by CVM 2021 

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Shape-driven Coordinate Ordering for Star Glyph Sets via Reinforcement Learning


Mar 03, 2021
Ruizhen Hu, Bin Chen, Juzhan Xu, Oliver van Kaick, Oliver Deussen, Hui Huang

* IEEE Transactions on Visualization and Computer Graphics 2021 

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Hausdorff Point Convolution with Geometric Priors


Dec 24, 2020
Pengdi Huang, Liqiang Lin, Fuyou Xue, Kai Xu, Danny Cohen-Or, Hui Huang

* 10 pages, 8 figures 

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Autonomous Outdoor Scanning via Online Topological and Geometric Path Optimization


Dec 23, 2020
Pengdi Huang, Liqiang Lin, Kai Xu, Hui Huang

* Autonomous Outdoor Scanning via Online Topological and Geometric Path Optimization, IEEE Transactions on Intelligent Transportation Systems, 2020 
* Accepted by IEEE Transactions on Intelligent Transportation Systems 

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One Point is All You Need: Directional Attention Point for Feature Learning


Dec 14, 2020
Liqiang Lin, Pengdi Huang, Chi-Wing Fu, Kai Xu, Hao Zhang, Hui Huang


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TAP-Net: Transport-and-Pack using Reinforcement Learning


Sep 03, 2020
Ruizhen Hu, Juzhan Xu, Bin Chen, Minglun Gong, Hao Zhang, Hui Huang

* ACM Transactions on Graphics 2020 

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Object Properties Inferring from and Transfer for Human Interaction Motions


Aug 20, 2020
Qian Zheng, Weikai Wu, Hanting Pan, Niloy Mitra, Daniel Cohen-Or, Hui Huang


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Abnormal activity capture from passenger flow of elevator based on unsupervised learning and fine-grained multi-label recognition


Jun 29, 2020
Chunhua Jia, Wenhai Yi, Yu Wu, Hui Huang, Lei Zhang, Leilei Wu

* 9 pages, 8 figures, submitted to 34th Conference on Neural Information Processing System(NeurIPS 2020) 

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Predictive and Generative Neural Networks for Object Functionality


Jun 28, 2020
Ruizhen Hu, Zihao Yan, Jingwen Zhang, Oliver van Kaick, Ariel Shamir, Hao Zhang, Hui Huang

* ACM Transactions on Graphics (Proc. SIGGRAPH), volume 37, number 4, pages 151:1--151:14, year 2018 
* Accepted to SIGGRAPH 2018, project page at https://vcc.tech/research/2018/ICON4 

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RPM-Net: Recurrent Prediction of Motion and Parts from Point Cloud


Jun 26, 2020
Zihao Yan, Ruizhen Hu, Xingguang Yan, Luanmin Chen, Oliver van Kaick, Hao Zhang, Hui Huang

* ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia), volume 38, number 6, pages 240:1--240:15, year 2019 
* Accepted to SIGGRAPH Asia 2019, project page at https://vcc.tech/research/2019/RPMNet 

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Sparse Gaussian Process Based On Hat Basis Functions


Jun 15, 2020
Wenqi Fang, Huiyun Li, Hui Huang, Shaobo Dang, Zhejun Huang, Zheng Wang

* Accepted by 2nd International Conference on Electrical, Communication and Computer Engineering (ICECCE 2020) and will be submitted to IEEE for publication 

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Graph2Plan: Learning Floorplan Generation from Layout Graphs


Apr 27, 2020
Ruizhen Hu, Zeyu Huang, Yuhan Tang, Oliver van Kaick, Hao Zhang, Hui Huang

* ACM Transactions on Graphics 2020 

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GraftNet: An Engineering Implementation of CNN for Fine-grained Multi-label Task


Apr 27, 2020
Chunhua Jia, Lei Zhang, Hui Huang, Weiwei Cai, Hao Hu, Rohan Adivarekar

* 8 Pages, 5 figures, 3 tables 

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Consensus-based Optimization on the Sphere II: Convergence to Global Minimizers and Machine Learning


Feb 22, 2020
Massimo Fornasier, Hui Huang, Lorenzo Pareschi, Philippe Sünnen


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Consensus-Based Optimization on the Sphere I: Well-Posedness and Mean-Field Limit


Feb 22, 2020
Massimo Fornasier, Hui Huang, Lorenzo Pareschi, Philippe Sünnen


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ETNet: Error Transition Network for Arbitrary Style Transfer


Oct 29, 2019
Chunjin Song, Zhijie Wu, Yang Zhou, Minglun Gong, Hui Huang

* Accepted by NeurIPS 2019 

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Active Scene Understanding via Online Semantic Reconstruction


Jun 18, 2019
Lintao Zheng, Chenyang Zhu, Jiazhao Zhang, Hang Zhao, Hui Huang, Matthias Niessner, Kai Xu


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LOGAN: Unpaired Shape Transform in Latent Overcomplete Space


Mar 25, 2019
Kangxue Yin, Zhiqin Chen, Hui Huang, Daniel Cohen-Or, Hao Zhang

* 12 pages, 16 figs 

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Patch-based Progressive 3D Point Set Upsampling


Nov 29, 2018
Wang Yifan, Shihao Wu, Hui Huang, Daniel Cohen-Or, Olga Sorkine-Hornung

* 13 pages, including 3 pages of supplementary, code available at https://github.com/yifita/P3U 

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Pair-wise Exchangeable Feature Extraction for Arbitrary Style Transfer


Nov 26, 2018
Zhijie Wu, Chunjin Song, Yang Zhou, Minglun Gong, Hui Huang


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Specular-to-Diffuse Translation for Multi-View Reconstruction


Jul 30, 2018
Shihao Wu, Hui Huang, Tiziano Portenier, Matan Sela, Danny Cohen-Or, Ron Kimmel, Matthias Zwicker

* Accepted to ECCV 2018 

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Object-Aware Guidance for Autonomous Scene Reconstruction


May 20, 2018
Ligang Liu, Xi Xia, Han Sun, Qi Shen, Juzhan Xu, Bin Chen, Hui Huang, Kai Xu

* ACM Transactions on Graphics 37(4). August 2018 
* 12 pages, 17 figures 

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P2P-NET: Bidirectional Point Displacement Net for Shape Transform


May 15, 2018
Kangxue Yin, Hui Huang, Daniel Cohen-Or, Hao Zhang

* ACM Transactions on Graphics(Proc. of SIGGRAPH), 37(4), 152:1-152:13, 2018 
* siggraph revision is done. 13 pages 

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