When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition with Limited Data

May 21, 2020
Hao Tang, Hong Liu, Wei Xiao, Nicu Sebe

* Accepted to TNNLS, an extended version of a paper published in WACV2019. arXiv admin note: substantial text overlap with arXiv:1809.04185 

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Projection & Probability-Driven Black-Box Attack

May 08, 2020
Jie Li, Rongrong Ji, Hong Liu, Jianzhuang Liu, Bineng Zhong, Cheng Deng, Qi Tian

* CVPR2020 

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WQT and DG-YOLO: towards domain generalization in underwater object detection

Apr 14, 2020
Hong Liu, Pinhao Song, Runwei Ding


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Online Initialization and Extrinsic Spatial-Temporal Calibration for Monocular Visual-Inertial Odometry

Apr 12, 2020
Weibo Huang, Hong Liu, Weiwei Wan

* 15 pages, 7 figures 

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Spatial Pyramid Based Graph Reasoning for Semantic Segmentation

Mar 23, 2020
Xia Li, Yibo Yang, Qijie Zhao, Tiancheng Shen, Zhouchen Lin, Hong Liu

* CVPR 2020 

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A Survey on 3D Skeleton-Based Action Recognition Using Learning Method

Feb 14, 2020
Bin Ren, Mengyuan Liu, Runwei Ding, Hong Liu

* 8 pages, 6 figures 

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AttentionGAN: Unpaired Image-to-Image Translation using Attention-Guided Generative Adversarial Networks

Dec 28, 2019
Hao Tang, Hong Liu, Dan Xu, Philip H. S. Torr, Nicu Sebe

* An extended version of a paper published in IJCNN2019. arXiv admin note: substantial text overlap with arXiv:1903.12296. Add more results 

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Asymmetric Generative Adversarial Networks for Image-to-Image Translation

Dec 14, 2019
Hao Tang, Dan Xu, Hong Liu, Nicu Sebe

* An extended version of a paper published in ACCV2018. arXiv admin note: substantial text overlap with arXiv:1901.04604 

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Unified Generative Adversarial Networks for Controllable Image-to-Image Translation

Dec 12, 2019
Hao Tang, Hong Liu, Nicu Sebe

* An extended version of a paper published in ACM MM 2018. arXiv admin note: substantial text overlap with arXiv:1808.04859. The source code, data and trained models are available at https://github.com/Ha0Tang/GestureGAN 

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An End-to-end Approach for Lexical Stress Detection based on Transformer

Nov 06, 2019
Yong Ruan, Xiangdong Wang, Hong Liu, Zhigang Ou, Yun Gao, Jianfeng Cheng, Yueliang Qian

* Submission to ICASSP 2020 

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Towards Understanding the Transferability of Deep Representations

Sep 26, 2019
Hong Liu, Mingsheng Long, Jianmin Wang, Michael I. Jordan


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Guided Learning Convolution System for DCASE 2019 Task 4

Sep 11, 2019
Liwei Lin, Xiangdong Wang, Hong Liu, Yueliang Qian

* Accept by DCASE2019 Workshop 

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Expectation-Maximization Attention Networks for Semantic Segmentation

Aug 16, 2019
Xia Li, Zhisheng Zhong, Jianlong Wu, Yibo Yang, Zhouchen Lin, Hong Liu

* In Proceedings of International Conference in Computer Vision (ICCV), 2019. Oral 

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Guided Learning for the combination of weakly-supervised and semi-supervised learning

Jul 16, 2019
Liwei Lin, Xiangdong Wang, Hong Liu, Yueliang Qian


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What you need is a more professional teacher

Jun 18, 2019
Liwei Lin, Xiangdong Wang, Hong Liu, Yueliang Qian


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Identifying Illicit Accounts in Large Scale E-payment Networks -- A Graph Representation Learning Approach

Jun 13, 2019
Da Sun Handason Tam, Wing Cheong Lau, Bin Hu, Qiu Fang Ying, Dah Ming Chiu, Hong Liu


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Disentangled Feature for Weakly Supervised Multi-class Sound Event Detection

Jun 03, 2019
Liwei Lin, Xiangdong Wang, Hong Liu, Yueliang Qian

* Submitted to Interspeech2019 

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Supervised Online Hashing via Hadamard Codebook Learning

May 24, 2019
Mingbao Lin, Rongrong Ji, Hong Liu, Yongjian Liu


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A novel algorithm for segmentation of leukocytes in peripheral blood

May 21, 2019
Haichao Cao, Hong Liu, Enmin Song

* Biomedical Signal Processing and Control, 2018, 45:10-21 
* 25 pages, 10 figures 

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Dual-branch residual network for lung nodule segmentation

May 21, 2019
Haichao Cao, Hong Liu, Enmin Song, Chih-Cheng Hung, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Jianguo Lu

* 24 pages, 6 figures 

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Hadamard Matrix Guided Online Hashing

May 11, 2019
Mingbao Lin, Rongrong Ji, Hong Liu, Xiaoshuai Sun, Shen Chen, Qi Tian


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Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection

May 09, 2019
Haichao Cao, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Tengying Liu, Chih-Cheng Hung

* 29 pages, 10 figures 

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Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification

Apr 08, 2019
Yong Luo, Dacheng Tao, Chang Xu, Chao Xu, Hong Liu, Yonggang Wen

* IEEE Transactions on Neural Networks and Learning Systems (Volume: 24, Issue: 5, May 2013) 

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Collision-Free Kinematics for Redundant Manipulators in Dynamic Scenes using Optimal Reciprocal Velocity Obstacles

Mar 09, 2019
Liangliang Zhao, Jingdong Zhao, Hong Liu, Dinesh Manocha

* 8 pages, 12 figures, 1 table 

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