Jose M. Alvarez

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Citations	6125	5278
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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 PeterssonSenior Principal Research Scientist, Group Leader, Data61/CSIROVerified email at data61.csiro.au
Luis Miguel BergasaProfessor. Electronics Department. University of Alcalá. SpainVerified email at uah.es
Zhiding YuSenior Research Scientist, NVIDIA ResearchVerified email at nvidia.com
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
Pavlo MolchanovNVIDIA ResearchVerified email at nvidia.com
Hongxu (Danny) YinSenior Research Scientist, NVIDIA ResearchVerified email at princeton.edu
Fatemeh SalehSamsung AIVerified email at samsung.com
Nick BarnesProfessor, Australian National UniversityVerified email at anu.edu.au
Jan KautzVice President of Research, NVIDIA ResearchVerified email at nvidia.com
Hui KongAssociate Professor, University of MacauVerified email at um.edu.mo
Kashyap ChittaMax Planck Institute for Intelligent Systems, TübingenVerified email at tue.mpg.de
Clement FarabetResearch Scientist, New York UniversityVerified email at nyu.edu
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
Miaomiao LiuAustralian National UniversityVerified email at anu.edu.au
Stephen GouldProfessor at Australian National University | Scholar at AmazonVerified email at anu.edu.au

Jose M. Alvarez

NVIDIA

Verified email at nvidia.com - Homepage

Deep Learning Computer Vision Autonomous Driving


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	820	2017
Invertible conditional gans for image editing G Perarnau, J Van De Weijer, B Raducanu, JM Álvarez arXiv preprint arXiv:1611.06355, 2016	579	2016
Learning the number of neurons in deep networks JM Alvarez, M Salzmann Advances in Neural Information Processing Systems, 2270-2278, 2016	359	2016
Learning the Number of Neurons in Deep Networks JM Alvarez, M Salzmann Advances in Neural Information Processing Systems, 4916-4924, 2016	359	2016
Road detection based on illuminant invariance JMÁ Alvarez, AM Ĺopez IEEE transactions on intelligent transportation systems 12 (1), 184-193, 2010	346	2010
Less is more: Towards compact cnns H Zhou, JM Alvarez, F Porikli European conference on computer vision, 662-677, 2016	291	2016
Road scene segmentation from a single image JM Alvarez, T Gevers, Y LeCun, AM Lopez European Conference on Computer Vision, 376-389, 2012	266	2012
SegFormer: Simple and efficient design for semantic segmentation with transformers E Xie, W Wang, Z Yu, A Anandkumar, JM Alvarez, P Luo Advances in Neural Information Processing Systems 34, 12077-12090, 2021	246	2021
Compression-aware training of deep networks JM Alvarez, M Salzmann Advances in neural information processing systems 30, 2017	220	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	188	2020
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	180	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	159	2016
Emotion recognition in context R Kosti, JM Alvarez, A Recasens, A Lapedriza Proceedings of the IEEE conference on computer vision and pattern …, 2017	132	2017
3D scene priors for road detection JM Alvarez, T Gevers, AM Lopez 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	122	2010
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	119*	2018
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	119	2014
Illuminant-invariant model-based road segmentation JM Alvarez, A Lopez, R Baldrich 2008 IEEE Intelligent Vehicles Symposium, 1175-1180, 2008	112	2008
Efficient convnet for real-time semantic segmentation E Romera, JM Alvarez, LM Bergasa, R Arroyo 2017 IEEE Intelligent Vehicles Symposium (IV), 1789-1794, 2017	95	2017
See through gradients: Image batch recovery via gradinversion H Yin, A Mallya, A Vahdat, JM Alvarez, J Kautz, P Molchanov Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	87	2021
Cost volume pyramid based depth inference for multi-view stereo J Yang, W Mao, JM Alvarez, M Liu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	81	2020

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