Author |
Title |
Year |
Publication |
Volume |
Pages |
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 |
|
|
Oriol Ramos Terrades; Albert Berenguel; Debora Gil |
A Flexible Outlier Detector Based on a Topology Given by Graph Communities |
2022 |
Big Data Research |
29 |
100332 |
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 |
|
|
Aura Hernandez-Sabate; Jose Elias Yauri; Pau Folch; Miquel Angel Piera; Debora Gil |
Recognition of the Mental Workloads of Pilots in the Cockpit Using EEG Signals |
2022 |
Applied Sciences |
12 |
2298 |
Debora Gil; Aura Hernandez-Sabate; Julien Enconniere; Saryani Asmayawati; Pau Folch; Juan Borrego-Carazo; Miquel Angel Piera |
E-Pilots: A System to Predict Hard Landing During the Approach Phase of Commercial Flights |
2022 |
IEEE Access |
10 |
7489-7503 |
Mohamed Ali Souibgui; Alicia Fornes; Yousri Kessentini; Beata Megyesi |
Few shots are all you need: A progressive learning approach for low resource handwritten text recognition |
2022 |
Pattern Recognition Letters |
160 |
43-49 |
Joana Maria Pujadas-Mora; Alicia Fornes; Oriol Ramos Terrades; Josep Llados; Jialuo Chen; Miquel Valls-Figols; Anna Cabre |
The Barcelona Historical Marriage Database and the Baix Llobregat Demographic Database. From Algorithms for Handwriting Recognition to Individual-Level Demographic and Socioeconomic Data |
2022 |
Historical Life Course Studies |
12 |
99-132 |
Penny Tarling; Mauricio Cantor; Albert Clapes; Sergio Escalera |
Deep learning with self-supervision and uncertainty regularization to count fish in underwater images |
2022 |
PloS One |
17 |
e0267759 |
Yecong Wan; Yuanshuo Cheng; Miingwen Shao; Jordi Gonzalez |
Image rain removal and illumination enhancement done in one go |
2022 |
Knowledge-Based Systems |
252 |
109244 |
Lu Yu; Xialei Liu; Joost Van de Weijer |
Self-Training for Class-Incremental Semantic Segmentation |
2022 |
IEEE Transactions on Neural Networks and Learning Systems |
|
|
Victor M. Campello; Carlos Martin-Isla; Cristian Izquierdo; Andrea Guala; Jose F. Rodriguez Palomares; David Vilades; Martin L. Descalzo; Mahir Karakas; Ersin Cavus; Zahra Zahra Raisi-Estabragh; Steffen E. Petersen; Sergio Escalera; Santiago Segui; Karim Lekadir |
Minimising multi-centre radiomics variability through image normalisation: a pilot study |
2022 |
Scientific Reports |
12 |
12532 |
Ana Garcia Rodriguez; Yael Tudela; Henry Cordova; S. Carballal; I. Ordas; L. Moreira; E. Vaquero; O. Ortiz; L. Rivero; F. Javier Sanchez; Miriam Cuatrecasas; Maria Pellise; Jorge Bernal; Gloria Fernandez Esparrach |
In vivo computer-aided diagnosis of colorectal polyps using white light endoscopy |
2022 |
Endoscopy International Open |
10 |
E1201-E1207 |