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MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains


Apr 28, 2021
Yaxing Wang, Abel Gonzalez-Garcia, Chenshen Wu, Luis Herranz, Fahad Shahbaz Khan, Shangling Jui, Joost van de Weijer

* Technical report. arXiv admin note: substantial text overlap with arXiv:1912.05270 

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Semi-supervised Learning for Few-shot Image-to-Image Translation


Apr 02, 2020
Yaxing Wang, Salman Khan, Abel Gonzalez-Garcia, Joost van de Weijer, Fahad Shahbaz Khan

* CVPR2020 

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MineGAN: effective knowledge transfer from GANs to target domains with few images


Dec 11, 2019
Yaxing Wang, Abel Gonzalez-Garcia, David Berga, Luis Herranz, Fahad Shahbaz Khan, Joost van de Weijer


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Orderless Recurrent Models for Multi-label Classification


Nov 25, 2019
Vacit Oguz Yazici, Abel Gonzalez-Garcia, Arnau Ramisa, Bartlomiej Twardowski, Joost van de Weijer


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Active Learning for Deep Detection Neural Networks


Nov 20, 2019
Hamed H. Aghdam, Abel Gonzalez-Garcia, Joost van de Weijer, Antonio M. López

* Accepted at ICCV 2019 

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Learning the Model Update for Siamese Trackers


Sep 06, 2019
Lichao Zhang, Abel Gonzalez-Garcia, Joost van de Weijer, Martin Danelljan, Fahad Shahbaz Khan

* Accepted at ICCV 2019 

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Temporal Coherence for Active Learning in Videos


Aug 30, 2019
Javad Zolfaghari Bengar, Abel Gonzalez-Garcia, Gabriel Villalonga, Bogdan Raducanu, Hamed H. Aghdam, Mikhail Mozerov, Antonio M. Lopez, Joost van de Weijer

* Accepted at ICCVW 2019 (CVRSUAD-Road Scene Understanding and Autonomous Driving) 

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Multi-Modal Fusion for End-to-End RGB-T Tracking


Aug 30, 2019
Lichao Zhang, Martin Danelljan, Abel Gonzalez-Garcia, Joost van de Weijer, Fahad Shahbaz Khan

* Accepted at ICCVW (VOT) 2019 

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SDIT: Scalable and Diverse Cross-domain Image Translation


Aug 19, 2019
Yaxing Wang, Abel Gonzalez-Garcia, Joost van de Weijer, Luis Herranz

* ACM-MM2019 camera ready 

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Controlling biases and diversity in diverse image-to-image translation


Jul 23, 2019
Yaxing Wang, Abel Gonzalez-Garcia, Joost van de Weijer, Luis Herranz

* The paper is under consideration at Computer Vision and Image Understanding 

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Image-to-image translation for cross-domain disentanglement


Nov 04, 2018
Abel Gonzalez-Garcia, Joost van de Weijer, Yoshua Bengio

* Accepted to NIPS 2018 

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Transferring GANs: generating images from limited data


Oct 02, 2018
Yaxing Wang, Chenshen Wu, Luis Herranz, Joost van de Weijer, Abel Gonzalez-Garcia, Bogdan Raducanu

* ECCV2018-camera ready 

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Synthetic data generation for end-to-end thermal infrared tracking


Sep 26, 2018
Lichao Zhang, Abel Gonzalez-Garcia, Joost van de Weijer, Martin Danelljan, Fahad Shahbaz Khan


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Objects as context for detecting their semantic parts


Mar 27, 2018
Abel Gonzalez-Garcia, Davide Modolo, Vittorio Ferrari


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Do semantic parts emerge in Convolutional Neural Networks?


Sep 20, 2017
Abel Gonzalez-Garcia, Davide Modolo, Vittorio Ferrari


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An active search strategy for efficient object class detection


Apr 14, 2015
Abel Gonzalez-Garcia, Alexander Vezhnevets, Vittorio Ferrari


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