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Author |
Title |
Year |
Publication |
Volume  |
Pages |
Links |
|
|
Bojana Gajic; Ariel Amato; Ramon Baldrich; Joost Van de Weijer; Carlo Gatta |
Area Under the ROC Curve Maximization for Metric Learning |
2022 |
CVPR 2022 Workshop on Efficien Deep Learning for Computer Vision (ECV 2022, 5th Edition) |
|
|
|
|
|
Javad Zolfaghari Bengar; Joost Van de Weijer; Laura Lopez-Fuentes; Bogdan Raducanu |
Class-Balanced Active Learning for Image Classification |
2022 |
Winter Conference on Applications of Computer Vision |
|
|
|
|
|
Alex Gomez-Villa; Bartlomiej Twardowski; Lu Yu; Andrew Bagdanov; Joost Van de Weijer |
Continually Learning Self-Supervised Representations With Projected Functional Regularization |
2022 |
CVPR 2022 Workshop on Continual Learning (CLVision, 3rd Edition) |
|
3866-3876 |
|
|
|
Akhil Gurram |
Monocular Depth Estimation for Autonomous Driving |
2022 |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
|
|
|
|
|
Parichehr Behjati Ardakani |
Towards Efficient and Robust Convolutional Neural Networks for Single Image Super-Resolution |
2022 |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
|
|
|
|
|
Kai Wang |
Continual learning for hierarchical classification, few-shot recognition, and multi-modal learning |
2022 |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
|
|
|
|
|
Aitor Alvarez-Gila |
Self-supervised learning for image-to-image translation in the small data regime |
2022 |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
|
|
|
|
|
Idoia Ruiz |
Deep Metric Learning for re-identification, tracking and hierarchical novelty detection |
2022 |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
|
|
|
|
|
Mireia Sole; Joan Blanco; Debora Gil; Oliver Valero; B. Cardenas; G. Fonseka; E. Anton; Alvaro Pascual; Richard Frodsham; Zaida Sarrate |
Time to match; when do homologous chromosomes become closer? |
2022 |
Chromosoma |
|
|
|
|
|
Arnau Baro; Carles Badal; Pau Torras; Alicia Fornes |
Handwritten Historical Music Recognition through Sequence-to-Sequence with Attention Mechanism |
2022 |
3rd International Workshop on Reading Music Systems (WoRMS2021) |
|
55-59 |
|
|
|
Pau Torras; Arnau Baro; Alicia Fornes; Lei Kang |
Improving Handwritten Music Recognition through Language Model Integration |
2022 |
4th International Workshop on Reading Music Systems (WoRMS2022) |
|
42-46 |
|
|
|
Carlos Boned Riera; Oriol Ramos Terrades |
Discriminative Neural Variational Model for Unbalanced Classification Tasks in Knowledge Graph |
2022 |
26th International Conference on Pattern Recognition |
|
2186-2191 |
|
|
|
Lu Yu; Xialei Liu; Joost Van de Weijer |
Self-Training for Class-Incremental Semantic Segmentation |
2022 |
IEEE Transactions on Neural Networks and Learning Systems |
|
|
|
|
|
Arnau Baro |
Reading Music Systems: From Deep Optical Music Recognition to Contextual Methods |
2022 |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
|
|
|
|
|
Ali Furkan Biten |
A Bitter-Sweet Symphony on Vision and Language: Bias and World Knowledge |
2022 |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
|
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