Author ![sorted by Author field, descending order (down)](img/sort_desc.gif) |
Title |
Year |
Publication |
Volume |
Pages |
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 |
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 |
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 |
|
|
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 |
Yi Xiao; Felipe Codevilla; Christopher Pal; Antonio Lopez |
Action-Based Representation Learning for Autonomous Driving |
2020 |
Conference on Robot Learning |
|
|
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 |
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 |
|
|
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 |
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 |
|
|
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 |
|
|
Yaxing Wang |
Transferring and Learning Representations for Image Generation and Translation |
2020 |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
|
|
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 |
|
|
Xiangyang Li; Luis Herranz; Shuqiang Jiang |
Multifaceted Analysis of Fine-Tuning in Deep Model for Visual Recognition |
2020 |
ACM Transactions on Data Science |
|
|
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 |
|
|
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 |
|
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