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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Relevant Region Prediction for Crowd Counting

May 20, 2020
Xinya Chen, Yanrui Bin, Changxin Gao, Nong Sang, Hao Tang

* accepted by Neurocomputing 

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Vector-Quantized Autoregressive Predictive Coding

May 17, 2020
Yu-An Chung, Hao Tang, James Glass


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Edge Guided GANs with Semantic Preserving for Semantic Image Synthesis

Mar 31, 2020
Hao Tang, Xiaojuan Qi, Dan Xu, Philip H. S. Torr, Nicu Sebe

* 40 pages, 29 figures 

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Exocentric to Egocentric Image Generation via Parallel Generative Adversarial Network

Feb 08, 2020
Gaowen Liu, Hao Tang, Hugo Latapie, Yan Yan

* It has been accepted by ICASSP 2020 

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Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation

Feb 03, 2020
Hao Tang, Dan Xu, Yan Yan, Jason J. Corso, Philip H. S. Torr, Nicu Sebe

* An extended version of a paper published in CVPR2019. arXiv admin note: substantial text overlap with arXiv:1904.06807 

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AttentionAnatomy: A unified framework for whole-body organs at risk segmentation using multiple partially annotated datasets

Jan 13, 2020
Shanlin Sun, Yang Liu, Narisu Bai, Hao Tang, Xuming Chen, Qian Huang, Yong Liu, Xiaohui Xie

* accepted by ISBI 2020 (4 pages, 2 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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Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

Dec 27, 2019
Hao Tang, Dan Xu, Yan Yan, Philip H. S. Torr, Nicu Sebe

* 11 pages, 11 figures 

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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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Improving Semantic Segmentation of Aerial Images Using Patch-based Attention

Nov 20, 2019
Lei Ding, Hao Tang, Lorenzo Bruzzone


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Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation

Sep 14, 2019
Hao Tang, Dan Xu, Gaowen Liu, Wei Wang, Nicu Sebe, Yan Yan

* ACM MM 2019 
* 9 pages, 8 figures, accepted to ACM MM 2019 

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NoduleNet: Decoupled False Positive Reductionfor Pulmonary Nodule Detection and Segmentation

Jul 25, 2019
Hao Tang, Chupeng Zhang, Xiaohui Xie

* Accepted to MICCAI 2019 

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Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation

Jul 04, 2019
Bin Duan, Wei Wang, Hao Tang, Hugo Latapie, Yan Yan

* 9 pages, 6 figures 

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Relating Simple Sentence Representations in Deep Neural Networks and the Brain

Jun 27, 2019
Sharmistha Jat, Hao Tang, Partha Talukdar, Tom Mitchell

* Association for Computational Linguistics (ACL) 2019 

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GazeCorrection:Self-Guided Eye Manipulation in the wild using Self-Supervised Generative Adversarial Networks

Jun 03, 2019
Jichao Zhang, Meng Sun, Jingjing Chen, Hao Tang, Yan Yan, Xueying Qin, Nicu Sebe


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Expression Conditional GAN for Facial Expression-to-Expression Translation

May 14, 2019
Hao Tang, Wei Wang, Songsong Wu, Xinya Chen, Dan Xu, Nicu Sebe, Yan Yan

* 5 pages, 5 figures, accepted to ICIP 2019 

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Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification

May 11, 2019
Achintya kr. Sarkar, Zheng-Hua Tan, Hao Tang, Suwon Shon, James Glass

* IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2019 
* Copyright (c) 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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Joint Learning of Self-Representation and Indicator for Multi-View Image Clustering

May 11, 2019
Songsong Wu, Zhiqiang Lu, Hao Tang, Yan Yan, Songhao Zhu, Xiao-Yuan Jing, Zuoyong Li

* Accepted by ICIP 2019 

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Structured Discriminative Tensor Dictionary Learning for Unsupervised Domain Adaptation

May 11, 2019
Songsong Wu, Yan Yan, Hao Tang, Jianjun Qian, Jian Zhang, Xiao-Yuan Jing


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Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

Apr 16, 2019
Hao Tang, Dan Xu, Nicu Sebe, Yanzhi Wang, Jason J. Corso, Yan Yan

* CVPR 2019 
* 20 pages, 16 figures, accepted to CVPR 2019 as an oral paper 

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Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation

Apr 14, 2019
Hao Tang, Dan Xu, Nicu Sebe, Yan Yan

* 8 pages, 7 figures, Accepted to IJCNN 2019 

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Automatic Pulmonary Lobe Segmentation Using Deep Learning

Apr 10, 2019
Hao Tang, Chupeng Zhang, Xiaohui Xie

* 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) 

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An Unsupervised Autoregressive Model for Speech Representation Learning

Apr 05, 2019
Yu-An Chung, Wei-Ning Hsu, Hao Tang, James Glass


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Improving Dense Crowd Counting Convolutional Neural Networks using Inverse k-Nearest Neighbor Maps and Multiscale Upsampling

Mar 29, 2019
Greg Olmschenk, Hao Tang, Zhigang Zhu


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