Jose M. Alvarez

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Citations	6794	5936
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i10-index	71	60

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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
Zhiding YuSenior Research Scientist, NVIDIA ResearchVerified email at nvidia.com
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
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
Pavlo MolchanovNVIDIA ResearchVerified email at nvidia.com
Hongxu (Danny) YinSenior Research Scientist, NVIDIA ResearchVerified email at princeton.edu
Fatemeh SalehMicrosoftVerified email at microsoft.com
Jan KautzVice President of Research, NVIDIA ResearchVerified email at nvidia.com
Nick BarnesProfessor, Australian National UniversityVerified email at anu.edu.au
Hui KongUniversity 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
Àgata LapedrizaUniversitat Oberta de CatalunyaVerified email at uoc.edu
Adrià RecasensResearch Scientist, DeepMindVerified email at google.com
Joost van de WeijerComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
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


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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	896	2017
Invertible conditional gans for image editing G Perarnau, J Van De Weijer, B Raducanu, JM Álvarez arXiv preprint arXiv:1611.06355, 2016	617	2016
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	440	2021
Learning the number of neurons in deep networks JM Alvarez, M Salzmann Advances in Neural Information Processing Systems, 2270-2278, 2016	377	2016
Learning the Number of Neurons in Deep Networks JM Alvarez, M Salzmann Advances in Neural Information Processing Systems, 4916-4924, 2016	377	2016
Road detection based on illuminant invariance JMÁ Alvarez, AM Ĺopez IEEE transactions on intelligent transportation systems 12 (1), 184-193, 2010	355	2010
Less is more: Towards compact cnns H Zhou, JM Alvarez, F Porikli European conference on computer vision, 662-677, 2016	310	2016
Road scene segmentation from a single image JM Alvarez, T Gevers, Y LeCun, AM Lopez European Conference on Computer Vision, 376-389, 2012	273	2012
Compression-aware training of deep networks JM Alvarez, M Salzmann Advances in neural information processing systems 30, 2017	222	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	220	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	189	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	164	2016
Emotion recognition in context R Kosti, JM Alvarez, A Recasens, A Lapedriza Proceedings of the IEEE conference on computer vision and pattern …, 2017	137	2017
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	127*	2018
3D scene priors for road detection JM Alvarez, T Gevers, AM Lopez 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	125	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	120	2014
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	116	2021
Illuminant-invariant model-based road segmentation JM Alvarez, A Lopez, R Baldrich 2008 IEEE Intelligent Vehicles Symposium, 1175-1180, 2008	115	2008
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	101	2020
Efficient convnet for real-time semantic segmentation E Romera, JM Alvarez, LM Bergasa, R Arroyo 2017 IEEE Intelligent Vehicles Symposium (IV), 1789-1794, 2017	99	2017

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