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Joint Multi-User Communication and Sensing Exploiting Both Signal and Environment Sparsity


Sep 06, 2021
Xin Tong, Zhaoyang Zhang, Jue Wang, Chongwen Huang, Merouane Debbah

* IEEE Journal of Selected Topics in Signal Processing, 2022 
* Paper accepted for publication on IEEE Journal of Selected Topics in Signal Processing 

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Indoor Scene Generation from a Collection of Semantic-Segmented Depth Images


Aug 20, 2021
Ming-Jia Yang, Yu-Xiao Guo, Bin Zhou, Xin Tong


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StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation


Jul 09, 2021
Wonjong Jang, Gwangjin Ju, Yucheol Jung, Jiaolong Yang, Xin Tong, Seungyong Lee

* ACM Trans. Graph., Vol. 40, No. 4, Article 116. Publication date: August 2021 
* Accepted to SIGGRAPH 2021. For supplementary material, see http://cg.postech.ac.kr/papers/2021_StyleCariGAN_supp.zip 

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Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields


Jun 03, 2021
Peng-Shuai Wang, Yang Liu, Yu-Qi Yang, Xin Tong

* Accepted by IJCAI 2021 

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High-Resolution Optical Flow from 1D Attention and Correlation


Apr 28, 2021
Haofei Xu, Jiaolong Yang, Jianfei Cai, Juyong Zhang, Xin Tong


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Group-Free 3D Object Detection via Transformers


Apr 23, 2021
Ze Liu, Zheng Zhang, Yue Cao, Han Hu, Xin Tong


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Deep Implicit Moving Least-Squares Functions for 3D Reconstruction


Apr 06, 2021
Shi-Lin Liu, Hao-Xiang Guo, Hao Pan, Peng-Shuai Wang, Xin Tong, Yang Liu

* Accepted by CVPR 2021, Code: https://github.com/Andy97/DeepMLS 

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Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary Classification


Dec 29, 2020
Wei Vivian Li, Xin Tong, Jingyi Jessica Li


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Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence


Nov 30, 2020
Yu Deng, Jiaolong Yang, Xin Tong

* Minor revision of typos 

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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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