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Author Title Year Publication Volume Pages (up)
Lei Kang Robust Handwritten Text Recognition in Scarce Labeling Scenarios: Disentanglement, Adaptation and Generation 2020 PhD Thesis, Universitat Autonoma de Barcelona-CVC
Manuel Carbonell Neural Information Extraction from Semi-structured Documents A 2020 PhD Thesis, Universitat Autonoma de Barcelona-CVC
Riccardo Del Chiaro; Bartlomiej Twardowski; Andrew Bagdanov; Joost Van de Weijer Recurrent attention to transient tasks for continual image captioning 2020 34th Conference on Neural Information Processing Systems
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; 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
Yi Xiao; Felipe Codevilla; Christopher Pal; Antonio Lopez Action-Based Representation Learning for Autonomous Driving 2020 Conference on Robot Learning
Hannes Mueller; Andre Groger; Jonathan Hersh; Andrea Matranga; Joan Serrat Monitoring War Destruction from Space: A Machine Learning Approach 2020 Arxiv
Lluis Gomez; Anguelos Nicolaou; Marçal Rusiñol; Dimosthenis Karatzas 12 years of ICDAR Robust Reading Competitions: The evolution of reading systems for unconstrained text understanding 2020 Visual Text Interpretation – Algorithms and Applications in Scene Understanding and Document Analysis
Lluis Gomez; Dena Bazazian; Dimosthenis Karatzas Historical review of scene text detection research 2020 Visual Text Interpretation – Algorithms and Applications in Scene Understanding and Document Analysis
Jon Almazan; Lluis Gomez; Suman Ghosh; Ernest Valveny; Dimosthenis Karatzas WATTS: A common representation of word images and strings using embedded attributes for text recognition and retrieval 2020 Visual Text Interpretation – Algorithms and Applications in Scene Understanding and Document Analysis
Raul Gomez; Yahui Liu; Marco de Nadai; Dimosthenis Karatzas; Bruno Lepri; Nicu Sebe Retrieval Guided Unsupervised Multi-domain Image to Image Translation 2020 28th ACM International Conference on Multimedia
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
Marc Masana; Bartlomiej Twardowski; Joost Van de Weijer On Class Orderings for Incremental Learning 2020 ICML Workshop on Continual Learning
David Berga; Marc Masana; Joost Van de Weijer Disentanglement of Color and Shape Representations for Continual Learning 2020 ICML Workshop on Continual Learning
Manuel Carbonell; Pau Riba; Mauricio Villegas; Alicia Fornes; Josep Llados Named Entity Recognition and Relation Extraction with Graph Neural Networks in Semi Structured Documents 2020 25th International Conference on Pattern Recognition