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	Author	Title	Year	Publication	Volume	Pages	Links
	Diego Velazquez; Pau Rodriguez; Josep M. Gonfaus; Xavier Roca; Jordi Gonzalez	A Closer Look at Embedding Propagation for Manifold Smoothing	2022	Journal of Machine Learning Research	23	1-27
	Parichehr Behjati Ardakani	Towards Efficient and Robust Convolutional Neural Networks for Single Image Super-Resolution	2022	PhD Thesis, Universitat Autonoma de Barcelona-CVC
	Razieh Rastgoo; Kourosh Kiani; Sergio Escalera; Vassilis Athitsos; Mohammad Sabokrou	All You Need In Sign Language Production	2022	Arxiv
	Kai Wang; Fei Yang; Joost Van de Weijer	Attention Distillation: self-supervised vision transformer students need more guidance	2022	33rd British Machine Vision Conference
	Nil Ballus; Bhalaji Nagarajan; Petia Radeva	Opt-SSL: An Enhanced Self-Supervised Framework for Food Recognition	2022	10th Iberian Conference on Pattern Recognition and Image Analysis	13256
	Josep Brugues Pujolras; Lluis Gomez; Dimosthenis Karatzas	A Multilingual Approach to Scene Text Visual Question Answering	2022	Document Analysis Systems.15th IAPR International Workshop, (DAS2022)		65-79
	Parichehr Behjati Ardakani; Pau Rodriguez; Carles Fernandez; Armin Mehri; Xavier Roca; Seiichi Ozawa; Jordi Gonzalez	Frequency-based Enhancement Network for Efficient Super-Resolution	2022	IEEE Access	10	57383-57397
	Idoia Ruiz; Joan Serrat	Hierarchical Novelty Detection for Traffic Sign Recognition	2022	Sensors	22	4389
	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
	Arya Farkhondeh; Cristina Palmero; Simone Scardapane; Sergio Escalera	Towards Self-Supervised Gaze Estimation	2022	Arxiv
	Yecong Wan; Yuanshuo Cheng; Miingwen Shao; Jordi Gonzalez	Image rain removal and illumination enhancement done in one go	2022	Knowledge-Based Systems	252	109244
	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
	Ali Furkan Biten; Ruben Tito; Lluis Gomez; Ernest Valveny; Dimosthenis Karatzas	OCR-IDL: OCR Annotations for Industry Document Library Dataset	2022	ECCV Workshop on Text in Everything
	Julio C. S. Jacques Junior; Yagmur Gucluturk; Marc Perez; Umut Guçlu; Carlos Andujar; Xavier Baro; Hugo Jair Escalante; Isabelle Guyon; Marcel A. J. van Gerven; Rob van Lier; Sergio Escalera	First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis	2022	IEEE Transactions on Affective Computing	13	75-95
	Saad Minhas; Aura Hernandez-Sabate; Shoaib Ehsan; Klaus McDonald Maier	Effects of Non-Driving Related Tasks during Self-Driving mode	2022	IEEE Transactions on Intelligent Transportation Systems	23	1391-1399

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