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	Author	Title	Year	Publication	Volume	Pages	Links
	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

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