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Deep Traffic Sign Detection and Recognition Without Target Domain Real Images

Jul 30, 2020
Lucas Tabelini, Rodrigo Berriel, Thiago M. Paix√£o, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos

* arXiv admin note: text overlap with arXiv:1907.09679 

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XingGAN for Person Image Generation

Jul 17, 2020
Hao Tang, Song Bai, Li Zhang, Philip H. S. Torr, Nicu Sebe

* Accepted to ECCV 2020, camera ready (16 pages) + supplementary (6 pages) 

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Whitening for Self-Supervised Representation Learning

Jul 13, 2020
Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe


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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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Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events

May 19, 2020
Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Guo-Jun Qi, Rui Qian, Tao Wang, Nicu Sebe, Ning Xu, Hongkai Xiong, Mubarak Shah

* Dataset for ACM MM'20 Grand Challenge on Large-scale Human-centric Video Analysis in Complex Events (http://humaninevents.org

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Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset

May 13, 2020
Shreya Ghosh, Abhinav Dhall, Garima Sharma, Sarthak Gupta, Nicu Sebe


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TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation

Apr 19, 2020
Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe, Elisa Ricci


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Motion-supervised Co-Part Segmentation

Apr 15, 2020
Aliaksandr Siarohin, Subhankar Roy, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe


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MGGR: MultiModal-Guided Gaze Redirection with Coarse-to-Fine Learning

Apr 13, 2020
Jingjing Chen, Jichao Zhang, Jiayuan Fan, Tao Chen, Enver Sangineto, Nicu Sebe


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OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in An Open World

Apr 12, 2020
Zhun Zhong, Linchao Zhu, Zhiming Luo, Shaozi Li, Yi Yang, Nicu Sebe


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Binary Neural Networks: A Survey

Mar 31, 2020
Haotong Qin, Ruihao Gong, Xianglong Liu, Xiao Bai, Jingkuan Song, Nicu Sebe

* Pattern Recognition (2020) 107281 

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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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GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling

Mar 21, 2020
Yahui Liu, Marco De Nadai, Jian Yao, Nicu Sebe, Bruno Lepri, Xavier Alameda-Pineda

* 27 pages, 17 figures 

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Non-linear Neurons with Human-like Apical Dendrite Activations

Mar 09, 2020
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe

* Submitted for review 

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First Order Motion Model for Image Animation

Mar 06, 2020
Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe

* NeurIPS 2019 

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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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Low-Budget Unsupervised Label Query through Domain Alignment Enforcement

Jan 01, 2020
Jurandy Almeida, Cristiano Saltori, Paolo Rota, Nicu Sebe


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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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Curriculum Self-Paced Learning for Cross-Domain Object Detection

Nov 15, 2019
Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe

* Submitted for review 

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