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3D Pose Transfer with Correspondence Learning and Mesh Refinement


Oct 04, 2021
Chaoyue Song, Jiacheng Wei, Ruibo Li, Fayao Liu, Guosheng Lin


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Few-Shot Segmentation with Global and Local Contrastive Learning


Aug 11, 2021
Weide Liu, Zhonghua Wu, Henghui Ding, Fayao Liu, Jie Lin, Guosheng Lin


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Point Discriminative Learning for Unsupervised Representation Learning on 3D Point Clouds


Aug 04, 2021
Fayao Liu, Guosheng Lin, Chuan-Sheng Foo


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Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds


Jul 23, 2021
Jiacheng Wei, Guosheng Lin, Kim-Hui Yap, Fayao Liu, Tzu-Yi Hung


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HCRF-Flow: Scene Flow from Point Clouds with Continuous High-order CRFs and Position-aware Flow Embedding


May 17, 2021
Ruibo Li, Guosheng Lin, Tong He, Fayao Liu, Chunhua Shen

* Accepted to CVPR2021 

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Feature Flow: In-network Feature Flow Estimation for Video Object Detection


Sep 21, 2020
Ruibing Jin, Guosheng Lin, Changyun Wen, Jianliang Wang, Fayao Liu


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CRNet: Cross-Reference Networks for Few-Shot Segmentation


Mar 24, 2020
Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu


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Towards Robust Curve Text Detection with Conditional Spatial Expansion


Mar 21, 2019
Zichuan Liu, Guosheng Lin, Sheng Yang, Fayao Liu, Weisi Lin, Wang Ling Goh

* This paper has been accepted by IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2019) 

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CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning


Mar 06, 2019
Chi Zhang, Guosheng Lin, Fayao Liu, Rui Yao, Chunhua Shen

* Accepted to CVPR 2019 

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Correlation Propagation Networks for Scene Text Detection


Sep 30, 2018
Zichuan Liu, Guosheng Lin, Wang Ling Goh, Fayao Liu, Chunhua Shen, Xiaokang Yang


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Structured Learning of Tree Potentials in CRF for Image Segmentation


Mar 26, 2017
Fayao Liu, Guosheng Lin, Ruizhi Qiao, Chunhua Shen

* 10 pages. Appearing in IEEE Transactions on Neural Networks and Learning Systems 

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Structured Learning of Binary Codes with Column Generation


Feb 22, 2016
Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen

* 20 pages 

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Discriminative Training of Deep Fully-connected Continuous CRF with Task-specific Loss


Jan 28, 2016
Fayao Liu, Guosheng Lin, Chunhua Shen


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Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields


Nov 25, 2015
Fayao Liu, Chunhua Shen, Guosheng Lin, Ian Reid

* Appearing in IEEE T. Pattern Analysis and Machine Intelligence. Journal version of arXiv:1411.6387 . Test code is available at https://bitbucket.org/fayao/dcnf-fcsp 

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CRF Learning with CNN Features for Image Segmentation


Mar 28, 2015
Fayao Liu, Guosheng Lin, Chunhua Shen


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Deep Convolutional Neural Fields for Depth Estimation from a Single Image


Dec 18, 2014
Fayao Liu, Chunhua Shen, Guosheng Lin

* fixed some typos. in CVPR15 proceedings 

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Learning Deep Convolutional Features for MRI Based Alzheimer's Disease Classification


Apr 28, 2014
Fayao Liu, Chunhua Shen

* This paper has been withdrawn by the author due to an error in the MRI data used in the experiments 

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From Kernel Machines to Ensemble Learning


Jan 04, 2014
Chunhua Shen, Fayao Liu


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Online Unsupervised Feature Learning for Visual Tracking


Oct 07, 2013
Fayao Liu, Chunhua Shen, Ian Reid, Anton van den Hengel

* 11 pages 

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Multiple Kernel Learning in the Primal for Multi-modal Alzheimer's Disease Classification


Oct 03, 2013
Fayao Liu, Luping Zhou, Chunhua Shen, Jianping Yin

* 7 pages. Appearing in IEEE Journal of Biomedical and Health Informatics 

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An Efficient Dual Approach to Distance Metric Learning


Feb 13, 2013
Chunhua Shen, Junae Kim, Fayao Liu, Lei Wang, Anton van den Hengel


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