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SkeletonNet: A Topology-Preserving Solution for Learning Mesh Reconstruction of Object Surfaces from RGB Images

Aug 13, 2020
Jiapeng Tang, Xiaoguang Han, Mingkui Tan, Xin Tong, Kui Jia

* 15 pages, 13 figures 

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Object-based Illumination Estimation with Rendering-aware Neural Networks

Aug 06, 2020
Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong

* ECCV 2020 

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Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination

Aug 03, 2020
Peng-Shuai Wang, Yu-Qi Yang, Qian-Fang Zou, Zhirong Wu, Yang Liu, Xin Tong


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A Closer Look at Local Aggregation Operators in Point Cloud Analysis

Jul 02, 2020
Ze Liu, Han Hu, Yue Cao, Zheng Zhang, Xin Tong

* Code available at https://github.com/zeliu98/CloserLook3D 

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Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion

Jun 06, 2020
Peng-Shuai Wang, Yang Liu, Xin Tong


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Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning

Apr 24, 2020
Yu Deng, Jiaolong Yang, Dong Chen, Fang Wen, Xin Tong

* Accepted by CVPR2020(Oral) 

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Deep 3D Portrait from a Single Image

Apr 24, 2020
Sicheng Xu, Jiaolong Yang, Dong Chen, Fang Wen, Yu Deng, Yunde Jia, Xin Tong

* Accepted by CVPR2020; Code: https://github.com/sicxu/Deep3dPortrait 

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Imbalanced classification: an objective-oriented review

Feb 11, 2020
Yang Feng, Min Zhou, Xin Tong

* 31 pages, 24 figures 

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Synthesizing 3D Shapes from Silhouette Image Collections using Multi-projection Generative Adversarial Networks

Jun 10, 2019
Xiao Li, Yue Dong, Pieter Peers, Xin Tong

* CVPR 2019 

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A Skeleton-bridged Deep Learning Approach for Generating Meshes of Complex Topologies from Single RGB Images

Apr 10, 2019
Jiapeng Tang, Xiaoguang Han, Junyi Pan, Kui Jia, Xin Tong

* 8 pages paper, 3 pages supplementary material, CVPR Oral paper 

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Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set

Mar 20, 2019
Yu Deng, Jiaolong Yang, Sicheng Xu, Dong Chen, Yunde Jia, Xin Tong


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Learn a Prior for RHEA for Better Online Planning

Feb 22, 2019
Xin Tong, Weiming Liu, Bin Li

* 8 pages, 3 figures 

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Image Smoothing via Unsupervised Learning

Nov 07, 2018
Qingnan Fan, Jiaolong Yang, David Wipf, Baoquan Chen, Xin Tong

* Accepted in SIGGRAPH Asia 2018 

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Adaptive O-CNN: A Patch-based Deep Representation of 3D Shapes

Sep 21, 2018
Peng-Shuai Wang, Chun-Yu Sun, Yang Liu, Xin Tong

* ACM Transactions on Graphics, 2018 

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Deep Single-View 3D Object Reconstruction with Visual Hull Embedding

Sep 10, 2018
Hanqing Wang, Jiaolong Yang, Wei Liang, Xin Tong

* 11 pages 

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Convolutional Neural Networks on 3D Surfaces Using Parallel Frames

Aug 15, 2018
Hao Pan, Shilin Liu, Yang Liu, Xin Tong

* 10 pages, 11 figures 

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Neyman-Pearson classification: parametrics and power enhancement

Jun 16, 2018
Xin Tong, Lucy Xia, Jiacheng Wang, Yang Feng

* 31 pages 

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View-volume Network for Semantic Scene Completion from a Single Depth Image

Jun 14, 2018
Yu-Xiao Guo, Xin Tong

* To appear in IJCAI 2018 

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Intentional Control of Type I Error over Unconscious Data Distortion: a Neyman-Pearson Approach to Text Classification

Jun 03, 2018
Lucy Xia, Richard Zhao, Yanhui Wu, Xin Tong

* 35 pages 

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O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis

Dec 05, 2017
Peng-Shuai Wang, Yang Liu, Yu-Xiao Guo, Chun-Yu Sun, Xin Tong


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Demography-based Facial Retouching Detection using Subclass Supervised Sparse Autoencoder

Sep 22, 2017
Aparna Bharati, Mayank Vatsa, Richa Singh, Kevin W. Bowyer, Xin Tong

* Accepted in International Joint Conference on Biometrics, 2017 

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Neyman-Pearson Classification under High-Dimensional Settings

Aug 15, 2015
Anqi Zhao, Yang Feng, Lie Wang, Xin Tong

* 33 pages, 2 figures 

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Feature Augmentation via Nonparametrics and Selection (FANS) in High Dimensional Classification

Jan 02, 2015
Jianqing Fan, Yang Feng, Jiancheng Jiang, Xin Tong

* 30 pages, 2 figures 

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A ROAD to Classification in High Dimensional Space

Nov 09, 2011
Jianqing Fan, Yang Feng, Xin Tong

* 26 pages 

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Neyman-Pearson classification, convexity and stochastic constraints

Feb 28, 2011
Philippe Rigollet, Xin Tong


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