Scope Head for Accurate Localization in Object Detection

May 12, 2020
Geng Zhan, Dan Xu, Guo Lu, Wei Wu, Chunhua Shen, Wanli Ouyang


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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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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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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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Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks

Sep 17, 2019
Andrea Pilzer, Stéphane Lathuilière, Dan Xu, Mihai Marian Puscas, Elisa Ricci, Nicu Sebe

* Accepted to TPAMI (SI RGB-D Vision), code https://github.com/andrea-pilzer/PFN-depth 

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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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Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection

Sep 10, 2019
Yingyue Xu, Dan Xu, Xiaopeng Hong, Wanli Ouyang, Rongrong Ji, Min Xu, Guoying Zhao

* Accepted to ICCV 

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Geometry-Aware Video Object Detection for Static Cameras

Sep 06, 2019
Dan Xu, Weidi Xie, Andrew Zisserman

* Accepted at BMVC 2019 as ORAL 

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Dynamic Graph Message Passing Networks

Aug 19, 2019
Li Zhang, Dan Xu, Anurag Arnab, Philip H. S. Torr


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Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation

Aug 15, 2019
Mihai Marian Puscas, Dan Xu, Andrea Pilzer, Nicu Sebe

* Accepted at 3DV 2019 as ORAL 

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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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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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Attribute-Guided Sketch Generation

Jan 28, 2019
Hao Tang, Xinya Chen, Wei Wang, Dan Xu, Jason J. Corso, Nicu Sebe, Yan Yan

* 9 pages, 9 figures, accepted to FG 2019 

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Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

Jan 14, 2019
Hao Tang, Dan Xu, Wei Wang, Yan Yan, Nicu Sebe

* 16 pages, 7 figures, accepted to ACCV 2018 

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Deep Micro-Dictionary Learning and Coding Network

Sep 11, 2018
Hao Tang, Heng Wei, Wei Xiao, Wei Wang, Dan Xu, Yan Yan, Nicu Sebe

* 10 page, 8 figures, accepted by WACV 2019 

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GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

Aug 14, 2018
Hao Tang, Wei Wang, Dan Xu, Yan Yan, Nicu Sebe

* 9 pages, 7 figures, ACM MM 2018 oral 

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Unsupervised Adversarial Depth Estimation using Cycled Generative Networks

Jul 28, 2018
Andrea Pilzer, Dan Xu, Mihai Marian Puscas, Elisa Ricci, Nicu Sebe

* To appear in 3DV 2018. Code is available on GitHub 

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PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing

May 11, 2018
Dan Xu, Wanli Ouyang, Xiaogang Wang, Nicu Sebe

* Accepted at CVPR 2018 

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Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation

Mar 29, 2018
Dan Xu, Wei Wang, Hao Tang, Hong Liu, Nicu Sebe, Elisa Ricci

* Accepted at CVPR 2018 as a spotlight 

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Every Smile is Unique: Landmark-Guided Diverse Smile Generation

Mar 28, 2018
Wei Wang, Xavier Alameda-Pineda, Dan Xu, Pascal Fua, Elisa Ricci, Nicu Sebe

* Accepted as a poster in Conference on Computer Vision and Pattern Recognition (CVPR), 2018 

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Cross-Paced Representation Learning with Partial Curricula for Sketch-based Image Retrieval

Mar 05, 2018
Dan Xu, Xavier Alameda-Pineda, Jingkuan Song, Elisa Ricci, Nicu Sebe


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Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks

Mar 01, 2018
Dan Xu, Elisa Ricci, Wanli Ouyang, Xiaogang Wang, Nicu Sebe

* arXiv admin note: substantial text overlap with arXiv:1704.02157 

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Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction

Jan 01, 2018
Dan Xu, Wanli Ouyang, Xavier Alameda-Pineda, Elisa Ricci, Xiaogang Wang, Nicu Sebe

* Accepted at NIPS 2017 

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Learning Cross-Modal Deep Representations for Robust Pedestrian Detection

Jan 01, 2018
Dan Xu, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe

* Accepted at CVPR 2017 

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