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Label-Efficient Point Cloud Semantic Segmentation: An Active Learning Approach

Jan 18, 2021
Xian Shi, Xun Xu, Ke Chen, Lile Cai, Chuan Sheng Foo, Kui Jia


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Unsupervised Domain Adaptation of Black-Box Source Models

Jan 08, 2021
Haojian Zhang, Yabin Zhang, Kui Jia, Lei Zhang


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3D Object Classification on Partial Point Clouds: A Practical Perspective

Dec 23, 2020
Zelin Xu, Ke Chen, Tong Zhang, C. L. Philip Chen, Kui Jia


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Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction from Raw Point Clouds

Dec 14, 2020
Wenbin Zhao, Jiabao Lei, Yuxin Wen, Jianguo Zhang, Kui Jia


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Learning Category-level Shape Saliency via Deep Implicit Surface Networks

Dec 14, 2020
Chaozheng Wu, Lin Sun, Xun Xu, Kui Jia

* 13 pages, 11 figures 

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Deep Optimized Priors for 3D Shape Modeling and Reconstruction

Dec 14, 2020
Mingyue Yang, Yuxin Wen, Weikai Chen, Yongwei Chen, Kui Jia


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Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering

Dec 08, 2020
Hui Tang, Xiatian Zhu, Ke Chen, Kui Jia, C. L. Philip Chen

* Journal extension of our preliminary CVPR conference paper, under review, 16 pages, 8 figures, 12 tables 

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JOLO-GCN: Mining Joint-Centered Light-Weight Information for Skeleton-Based Action Recognition

Nov 16, 2020
Jinmiao Cai, Nianjuan Jiang, Xiaoguang Han, Kui Jia, Jiangbo Lu

* Accepted at IEEE WACV 2021 

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Towards Understanding the Regularization of Adversarial Robustness on Neural Networks

Nov 15, 2020
Yuxin Wen, Shuai Li, Kui Jia

* Published as a conference paper at ICML 2020 

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A deep learning based interactive sketching system for fashion images design

Oct 09, 2020
Yao Li, Xianggang Yu, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu

* 6 pages, 6 figures 

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Grasp Proposal Networks: An End-to-End Solution for Visual Learning of Robotic Grasps

Sep 26, 2020
Chaozheng Wu, Jian Chen, Qiaoyu Cao, Jianchi Zhang, Yunxin Tai, Lin Sun, Kui Jia

* Accepted to NeurIPS 2020 

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CAD-PU: A Curvature-Adaptive Deep Learning Solution for Point Set Upsampling

Sep 10, 2020
Jiehong Lin, Xian Shi, Yuan Gao, Ke Chen, Kui Jia


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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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Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation

Jul 15, 2020
Yabin Zhang, Bin Deng, Kui Jia, Lei Zhang

* ECCV2020 
* ECCV2020 spotlight. Investigating SSL techniques for UDA. Codes are available at https://github.com/YBZh/Label-Propagation-with-Augmented-Anchors 

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MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning

Mar 31, 2020
Yuan Gao, Haoping Bai, Zequn Jie, Jiayi Ma, Kui Jia, Wei Liu

* IEEE Conference on Computer Vision and Pattern Recognition, 2020 
* Accepted to CVPR2020. The first two authors contribute equally 

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Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering

Mar 19, 2020
Hui Tang, Ke Chen, Kui Jia

* 14 pages, 5 figures, 8 tables, accepted by CVPR2020 - Oral 

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HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape Estimation

Mar 10, 2020
Kun Zhou, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu

* 14 pages, 14figures, Externed version of HEMlets Pose [ICCV2019]. arXiv admin note: substantial text overlap with arXiv:1910.12032 

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Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice

Feb 20, 2020
Yabin Zhang, Bin Deng, Hui Tang, Lei Zhang, Kui Jia

* The journal manuscript extended significantly from our preliminary CVPR conference paper. Codes are available at: https://github.com/YBZh/MultiClassDA 

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Analytic Marching: An Analytic Meshing Solution from Deep Implicit Surface Networks

Feb 16, 2020
Jiabao Lei, Kui Jia


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Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors

Jan 14, 2020
Lulu Tang, Ke Chen, Chaozheng Wu, Yu Hong, Kui Jia, Zhixin Yang

* 10 pages, 7 figures, 9 tables 

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Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots

Dec 30, 2019
Qi Chen, Lin Sun, Zhixin Wang, Kui Jia, Alan Yuille


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W-PoseNet: Dense Correspondence Regularized Pixel Pair Pose Regression

Dec 26, 2019
Zelin Xu, Ke Chen, Kui Jia

* 10 pages, 5 figures, 3 tables 

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Cascading Convolutional Color Constancy

Dec 24, 2019
Huanglin Yu, Ke Chen, Kaiqi Wang, Yanlin Qian, Zhaoxiang Zhang, Kui Jia

* 9 pages, 5 figures, 4 tables, accepted by AAAI-20 

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Geometry-aware Generation of Adversarial and Cooperative Point Clouds

Dec 24, 2019
Yuxin Wen, Jiehong Lin, Ke Chen, Kui Jia


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Discriminative Adversarial Domain Adaptation

Dec 17, 2019
Hui Tang, Kui Jia

* 18 pages, 10 figures, 12 tables, accepted by AAAI-20 

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Multi-marginal Wasserstein GAN

Nov 03, 2019
Jiezhang Cao, Langyuan Mo, Yifan Zhang, Kui Jia, Chunhua Shen, Mingkui Tan

* This paper is accepted by NeurIPS 2019 

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HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation

Oct 26, 2019
Kun Zhou, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu

* 10 pages, 6 figures, to be presented at ICCV 2019 

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PARN: Position-Aware Relation Networks for Few-Shot Learning

Sep 10, 2019
Ziyang Wu, Yuwei Li, Lihua Guo, Kui Jia


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