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TransferI2I: Transfer Learning for Image-to-Image Translation from Small Datasets


May 14, 2021
Yaxing Wang, Hector Laria Mantecon, Joost van de Weijer, Laura Lopez-Fuentes, Bogdan Raducanu

* Technical report 

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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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DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs


Nov 11, 2020
Yaxing Wang, Lu Yu, Joost van de Weijer

* NeurIPS2020 

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Unsupervised Domain Adaptation without Source Data by Casting a BAIT


Oct 28, 2020
Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui


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Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning


Jul 15, 2020
Hui Xie, Zhe Pan, Leixin Zhou, Fahim A Zaman, Danny Chen, Jost B Jonas, Yaxing Wang, Xiaodong Wu

* 11 pages main content and reference, plus 10 pages appendix, total 21 pages 

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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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GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images


Mar 05, 2020
Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas


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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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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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Mix and match networks: multi-domain alignment for unpaired image-to-image translation


Mar 08, 2019
Yaxing Wang, Luis Herranz, Joost van de Weijer

* overlap the previous version. arXiv admin note: text overlap with arXiv:1804.02199 

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Memory Replay GANs: learning to generate images from new categories without forgetting


Oct 29, 2018
Chenshen Wu, Luis Herranz, Xialei Liu, Yaxing Wang, Joost van de Weijer, Bogdan Raducanu

* Appear in 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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Mix and match networks: encoder-decoder alignment for zero-pair image translation


Apr 06, 2018
Yaxing Wang, Joost van de Weijer, Luis Herranz

* Accepted CVPR 2018 

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Ensembles of Generative Adversarial Networks


Dec 03, 2016
Yaxing Wang, Lichao Zhang, Joost van de Weijer

* accepted NIPS 2016 Workshop on Adversarial Training 

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Does Multimodality Help Human and Machine for Translation and Image Captioning?


Aug 16, 2016
Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Joost van de Weijer

* 7 pages, 2 figures, v4: Small clarification in section 4 title and content 

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