Jose M. Alvarez

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Antonio Manuel LopezUniversitat Autònoma de Barcelona (UAB) // Computer Science Dpt & Computer Vision Center (CVC)Verified email at cvc.uab.es
Mathieu SalzmannEPFLVerified email at epfl.ch
Theo GeversComputer Vision Lab, University of Amsterdam (UvA); 3DUniversum; SightcorpVerified email at uva.nl
Lars PeterssonPrincipal Research Scientist, Team Leader, Data61/CSIROVerified email at data61.csiro.au
Luis Miguel BergasaProfessor. Electronics Department. University of Alcalá. SpainVerified email at uah.es
Fatemeh SalehSamsung AIVerified email at samsung.com
Nick BarnesProfessor, Australian National UniversityVerified email at anu.edu.au
Hui KongHuiKongLabVerified email at njust.edu.cn
Joost van de WeijerComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Àgata LapedrizaUniversitat Oberta de CatalunyaVerified email at uoc.edu
Adrià RecasensResearch Scientist, DeepMindVerified email at google.com
Pavlo MolchanovNVIDIA ResearchVerified email at nvidia.com
Kashyap ChittaMax Planck Institute for Intelligent Systems, TübingenVerified email at tue.mpg.de
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Stephen GouldProfessor at Australian National University | Scholar at AmazonVerified email at anu.edu.au
Laurent KneipProfessor at ShanghaiTech, Director of the Mobile Perception LabVerified email at shanghaitech.edu.cn
Clement FarabetResearch Scientist, New York UniversityVerified email at nyu.edu
Jan KautzVice President of Research, NVIDIA ResearchVerified email at nvidia.com
Fatih PorikliQualcomm, Australian National UniversityVerified email at anu.edu.au
Miaomiao LiuAustralian National UniversityVerified email at anu.edu.au

Jose M. Alvarez

NVIDIA

Verified email at nvidia.com - Homepage

Deep Learning Computer Vision Autonomous Driving


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Erfnet: Efficient residual factorized convnet for real-time semantic segmentation E Romera, JM Alvarez, LM Bergasa, R Arroyo IEEE Transactions on Intelligent Transportation Systems 19 (1), 263-272, 2017	537	2017
Invertible conditional gans for image editing G Perarnau, J Van De Weijer, B Raducanu, JM Álvarez arXiv preprint arXiv:1611.06355, 2016	435	2016
Road detection based on illuminant invariance JMÁ Alvarez, AM Ĺopez IEEE transactions on intelligent transportation systems 12 (1), 184-193, 2010	336	2010
Learning the number of neurons in deep networks JM Alvarez, M Salzmann Advances in Neural Information Processing Systems, 2270-2278, 2016	300	2016
Learning the Number of Neurons in Deep Networks JM Alvarez, M Salzmann Advances in Neural Information Processing Systems, 4916-4924, 2016	300	2016
Road scene segmentation from a single image JM Alvarez, T Gevers, Y LeCun, AM Lopez European Conference on Computer Vision, 376-389, 2012	251	2012
Less is more: Towards compact cnns H Zhou, JM Alvarez, F Porikli European Conference on Computer Vision, 662-677, 2016	245	2016
Compression-aware training of deep networks JM Alvarez, M Salzmann Advances in neural information processing systems 30, 856-867, 2017	147	2017
Learning image matching by simply watching video G Long, L Kneip, JM Alvarez, H Li, X Zhang, Q Yu European Conference on Computer Vision, 434-450, 2016	145	2016
Built-in foreground/background prior for weakly-supervised semantic segmentation F Saleh, MS Aliakbarian, M Salzmann, L Petersson, S Gould, JM Alvarez European conference on computer vision, 413-432, 2016	137	2016
3D scene priors for road detection JM Alvarez, T Gevers, AM Lopez 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	116	2010
Combining priors, appearance, and context for road detection JM Alvarez, AM López, T Gevers, F Lumbreras IEEE Transactions on Intelligent Transportation Systems 15 (3), 1168-1178, 2014	108	2014
Illuminant-invariant model-based road segmentation JM Alvarez, A Lopez, R Baldrich 2008 IEEE Intelligent Vehicles Symposium, 1175-1180, 2008	105	2008
Effective use of synthetic data for urban scene semantic segmentation F Sadat Saleh, M Sadegh Aliakbarian, M Salzmann, L Petersson, ... arXiv e-prints, arXiv: 1807.06132, 2018	101*	2018
Efficient convnet for real-time semantic segmentation E Romera, JM Alvarez, LM Bergasa, R Arroyo 2017 IEEE Intelligent Vehicles Symposium (IV), 1789-1794, 2017	89	2017
Emotion recognition in context R Kosti, JM Alvarez, A Recasens, A Lapedriza Proceedings of the IEEE conference on computer vision and pattern …, 2017	88	2017
Dreaming to distill: Data-free knowledge transfer via deepinversion H Yin, P Molchanov, JM Alvarez, Z Li, A Mallya, D Hoiem, NK Jha, J Kautz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	76	2020
Semantic road segmentation via multi-scale ensembles of learned features JM Alvarez, Y LeCun, T Gevers, AM Lopez European Conference on Computer Vision, 586-595, 2012	62	2012
Class-weighted convolutional features for visual instance search A Jimenez, JM Alvarez, X Giro-i-Nieto arXiv preprint arXiv:1707.02581, 2017	55	2017
k*-Nearest Neighbors: From Global to Local O Anava, K Levy Advances in Neural Information Processing Systems, 4916-4924, 2016	51	2016

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