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Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction


Sep 03, 2021
Xiao Tang, Tianyu Wang, Chi-Wing Fu


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SP-GAN: Sphere-Guided 3D Shape Generation and Manipulation


Aug 10, 2021
Ruihui Li, Xianzhi Li, Ka-Hei Hui, Chi-Wing Fu

* ACM Trans. Graph., Vol. 40, No. 4, Article 151. Publication date: August 2021 
* SIGGRAPH 2021, website https://liruihui.github.io/publication/SP-GAN/ 

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Accurate Grid Keypoint Learning for Efficient Video Prediction


Jul 28, 2021
Xiaojie Gao, Yueming Jin, Qi Dou, Chi-Wing Fu, Pheng-Ann Heng

* IROS2021 

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FloorLevel-Net: Recognizing Floor-Level Lines with Height-Attention-Guided Multi-task Learning


Jul 06, 2021
Mengyang Wu, Wei Zeng, Chi-Wing Fu


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Point Cloud Upsampling via Disentangled Refinement


Jun 09, 2021
Ruihui Li, Xianzhi Li, Pheng-Ann Heng, Chi-Wing Fu

* CVPR 2021, website https://liruihui.github.io/ 

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SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud


Apr 20, 2021
Wu Zheng, Weiliang Tang, Li Jiang, Chi-Wing Fu

* Accepted by CVPR 2021 

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One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation


Apr 16, 2021
Zhengzhe Liu, Xiaojuan Qi, Chi-Wing Fu

* Accepted by CVPR 2021 

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3D-to-2D Distillation for Indoor Scene Parsing


Apr 07, 2021
Zhengzhe Liu, Xiaojuan Qi, Chi-Wing Fu

* Accepted by CVPR 2021 

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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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CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud


Dec 05, 2020
Wu Zheng, Weiliang Tang, Sijin Chen, Li Jiang, Chi-Wing Fu

* Accepted by the 35th AAAI Conference on Artificial Intelligence (AAAI), 2021 

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DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets


Oct 13, 2020
Shujun Wang, Lequan Yu, Kang Li, Xin Yang, Chi-Wing Fu, Pheng-Ann Heng

* Accepted at IEEE-TMI 2020 

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Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization


Jul 18, 2020
Shujun Wang, Lequan Yu, Caizi Li, Chi-Wing Fu, Pheng-Ann Heng

* Accepted at ECCV 2020. Code is available at https://github.com/EmmaW8/EISNet 

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TilinGNN: Learning to Tile with Self-Supervised Graph Neural Network


Jul 05, 2020
Hao Xu, Ka Hei Hui, Chi-Wing Fu, Hao Zhang

* SIGGRAPH 2020, Technical paper. ACM Trans. Graph., Vol. 39, No. 4, Article 129. Homapage: https://appsrv.cse.cuhk.edu.hk/~haoxu/projects/TilinGnn/index.html 

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PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation


Apr 03, 2020
Li Jiang, Hengshuang Zhao, Shaoshuai Shi, Shu Liu, Chi-Wing Fu, Jiaya Jia

* CVPR 2020 

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PointAugment: an Auto-Augmentation Framework for Point Cloud Classification


Mar 20, 2020
Ruihui Li, Xianzhi Li, Pheng-Ann Heng, Chi-Wing Fu

* Camera-Ready Version for CVPR 2020 (Oral); code is https://github.com/liruihui/PointAugment/ 

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A Rotation-Invariant Framework for Deep Point Cloud Analysis


Mar 16, 2020
Xianzhi Li, Ruihui Li, Guangyong Chen, Chi-Wing Fu, Daniel Cohen-Or, Pheng-Ann Heng


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Non-Local Part-Aware Point Cloud Denoising


Mar 14, 2020
Chao Huang, Ruihui Li, Xianzhi Li, Chi-Wing Fu


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Instance Shadow Detection


Nov 16, 2019
Tianyu Wang, Xiaowei Hu, Qiong Wang, Pheng-Ann Heng, Chi-Wing Fu


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Revisiting Shadow Detection: A New Benchmark Dataset for Complex World


Nov 16, 2019
Xiaowei Hu, Tianyu Wang, Chi-Wing Fu, Yitong Jiang, Qiong Wang, Pheng-Ann Heng


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CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading


Nov 04, 2019
Xiaomeng Li, Xiaowei Hu, Lequan Yu, Lei Zhu, Chi-Wing Fu, Pheng-Ann Heng

* IEEE Transactions on Medical Imaging; code is at https://github.com/xmengli999/CANet 

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Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation


Sep 23, 2019
Li Jiang, Hengshuang Zhao, Shu Liu, Xiaoyong Shen, Chi-Wing Fu, Jiaya Jia

* Accepted by ICCV 2019 

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Deep Floor Plan Recognition Using a Multi-Task Network with Room-Boundary-Guided Attention


Aug 29, 2019
Zhiliang Zeng, Xianzhi Li, Ying Kin Yu, Chi-Wing Fu


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Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation


Jul 26, 2019
Shujun Wang, Lequan Yu, Kang Li, Xin Yang, Chi-Wing Fu, Pheng-Ann Heng

* Accepted at MICCAI 2019 

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PU-GAN: a Point Cloud Upsampling Adversarial Network


Jul 25, 2019
Ruihui Li, Xianzhi Li, Chi-Wing Fu, Daniel Cohen-Or, Pheng-Ann Heng

* accepted by ICCV2019, project page at https://liruihui.github.io/publication/PU-GAN 

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Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation


Jul 16, 2019
Lequan Yu, Shujun Wang, Xiaomeng Li, Chi-Wing Fu, Pheng-Ann Heng

* Accepted by MICCAI2019; Code is available in https://github.com/yulequan/UA-MT 

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Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis


Jul 13, 2019
Yueming Jin, Huaxia Li, Qi Dou, Hao Chen, Jing Qin, Chi-Wing Fu, Pheng-Ann Heng

* Minor Revision at Medical Image Analysis 

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Revisiting Metric Learning for Few-Shot Image Classification


Jul 06, 2019
Xiaomeng Li, Lequan Yu, Chi-Wing Fu, Meng Fang, Pheng-Ann Heng


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Difficulty-aware Meta-Learning for Rare Disease Diagnosis


Jun 30, 2019
Xiaomeng Li, Lequan Yu, Chi-Wing Fu, Pheng-Ann Heng

* Technical report 

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