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
Pavlo MolchanovNVIDIA ResearchVerified email at nvidia.com
Hongxu (Danny) YinSenior Research Scientist, NVIDIA ResearchVerified email at princeton.edu
Zhiding YuSenior Research Scientist, NVIDIA ResearchVerified email at nvidia.com
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
Jan KautzVice President of Research, NVIDIA ResearchVerified email at nvidia.com
Ping Luo (羅平)Assistant Professor, The University of Hong KongVerified email at hku.hk
Nick BarnesProfessor, Australian National UniversityVerified email at anu.edu.au
Clement FarabetEx Research Scientist, New York UniversityVerified email at nyu.edu
Joost van de WeijerComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Miaomiao LiuAustralian National UniversityVerified email at anu.edu.au
Sanja FidlerUniversity of Toronto, NVIDIAVerified email at cs.toronto.edu
Àgata LapedrizaUniversitat Oberta de CatalunyaVerified email at uoc.edu
Stephen GouldProfessor at Australian National University | Scholar at AmazonVerified email at anu.edu.au
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Jian YangProf. of Computer Science, Nanjing University of Science and TechnologyVerified email at njust.edu.cn
Hongdong LiProfessor of Computer Vision and Learning, Australian National UniversityVerified email at anu.edu.au
Maying ShenNVIDIAVerified email at nvidia.com

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	1000	2017
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	796	2021
Invertible conditional gans for image editing G Perarnau, J Van De Weijer, B Raducanu, JM Álvarez arXiv preprint arXiv:1611.06355, 2016	702	2016
Learning the number of neurons in deep networks JM Alvarez, M Salzmann Advances in Neural Information Processing Systems, 2270-2278, 2016	405	2016
Learning the Number of Neurons in Deep Networks JM Alvarez, M Salzmann Advances in Neural Information Processing Systems, 4916-4924, 2016	405	2016
Road detection based on illuminant invariance JMÁ Alvarez, AM Ĺopez IEEE transactions on intelligent transportation systems 12 (1), 184-193, 2010	352	2010
Less is more: Towards compact cnns H Zhou, JM Alvarez, F Porikli Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016	326	2016
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	277	2020
Road scene segmentation from a single image JM Alvarez, T Gevers, Y LeCun, AM Lopez Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012	276	2012
Compression-aware training of deep networks JM Alvarez, M Salzmann Advances in neural information processing systems 30, 2017	260	2017
Learning image matching by simply watching video G Long, L Kneip, JM Alvarez, H Li, X Zhang, Q Yu Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016	202	2016
Built-in foreground/background prior for weakly-supervised semantic segmentation F Saleh, MS Aliakbarian, M Salzmann, L Petersson, S Gould, JM Alvarez Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016	172	2016
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	161	2021
Emotion recognition in context R Kosti, JM Alvarez, A Recasens, A Lapedriza Proceedings of the IEEE conference on computer vision and pattern …, 2017	153	2017
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	146	2020
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	138*	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	127	2014
3D scene priors for road detection JM Alvarez, T Gevers, AM Lopez 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	126	2010
Illuminant-invariant model-based road segmentation JM Alvarez, A Lopez, R Baldrich 2008 IEEE Intelligent Vehicles Symposium, 1175-1180, 2008	115	2008
Personalized federated learning with first order model optimization M Zhang, K Sapra, S Fidler, S Yeung, JM Alvarez arXiv preprint arXiv:2012.08565, 2020	111	2020

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