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Zhengying Liu; Zhen Xu; Shangeth Rajaa; Meysam Madadi; Julio C. S. Jacques Junior; Sergio Escalera; Adrien Pavao; Sebastien Treguer; Wei-Wei Tu; Isabelle Guyon Towards Automated Deep Learning: Analysis of the AutoDL challenge series 2019 2020 Proceedings of Machine Learning Research 123 242-252 details   pdf url
Zhengying Liu; Zhen Xu; Sergio Escalera; Isabelle Guyon; Julio C. S. Jacques Junior; Meysam Madadi; Adrien Pavao; Sebastien Treguer; Wei-Wei Tu Towards automated computer vision: analysis of the AutoCV challenges 2019 2020 Pattern Recognition Letters 135 196-203 details   pdf url
Zhengying Liu; Adrien Pavao; Zhen Xu; Sergio Escalera; Isabelle Guyon; Julio C. S. Jacques Junior; Meysam Madadi; Sebastien Treguer How far are we from true AutoML: reflection from winning solutions and results of AutoDL challenge 2020 7th ICML Workshop on Automated Machine Learning details   pdf openurl
Yunan Li; Jun Wan; Qiguang Miao; Sergio Escalera; Huijuan Fang; Huizhou Chen; Xiangda Qi; Guodong Guo CR-Net: A Deep Classification-Regression Network for Multimodal Apparent Personality Analysis 2020 International Journal of Computer Vision 128 2763–2780 details   url
Yi Xiao; Felipe Codevilla; Christopher Pal; Antonio Lopez Action-Based Representation Learning for Autonomous Driving 2020 Conference on Robot Learning details   pdf openurl
Yi Xiao; Felipe Codevilla; Akhil Gurram; Onay Urfalioglu; Antonio Lopez Multimodal end-to-end autonomous driving 2020 IEEE Transactions on Intelligent Transportation Systems 1-11 details   pdf doi
Yaxing Wang; Salman Khan; Abel Gonzalez-Garcia; Joost Van de Weijer; Fahad Shahbaz Khan Semi-supervised Learning for Few-shot Image-to-Image Translation 2020 33rd IEEE Conference on Computer Vision and Pattern Recognition details   pdf openurl
Yaxing Wang; Luis Herranz; Joost Van de Weijer Mix and match networks: multi-domain alignment for unpaired image-to-image translation 2020 International Journal of Computer Vision 128 2849–2872 details   pdf doi
Yaxing Wang; Lu Yu; Joost Van de Weijer DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs 2020 34th Conference on Neural Information Processing Systems details   pdf openurl
Yaxing Wang; Abel Gonzalez-Garcia; David Berga; Luis Herranz; Fahad Shahbaz Khan; Joost Van de Weijer MineGAN: effective knowledge transfer from GANs to target domains with few images 2020 33rd IEEE Conference on Computer Vision and Pattern Recognition details   pdf openurl
Yaxing Wang Transferring and Learning Representations for Image Generation and Translation 2020 PhD Thesis, Universitat Autonoma de Barcelona-CVC details   isbn
Xinhang Song; Haitao Zeng; Sixian Zhang; Luis Herranz; Shuqiang Jiang Generalized Zero-shot Learning with Multi-source Semantic Embeddings for Scene Recognition 2020 28th ACM International Conference on Multimedia details   url
Xiangyang Li; Luis Herranz; Shuqiang Jiang Multifaceted Analysis of Fine-Tuning in Deep Model for Visual Recognition 2020 ACM Transactions on Data Science details   pdf url
Xialei Liu; Chenshen Wu; Mikel Menta; Luis Herranz; Bogdan Raducanu; Andrew Bagdanov; Shangling Jui; Joost Van de Weijer Generative Feature Replay for Class-Incremental Learning 2020 CLVISION – Workshop on Continual Learning in Computer Vision details   pdf openurl
Xavier Soria; Edgar Riba; Angel Sappa Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection 2020 IEEE Winter Conference on Applications of Computer Vision details   pdf doi
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