Jose M. Alvarez

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Zhiding YuSenior Research Scientist, NVIDIA ResearchVerified email at nvidia.com
Mathieu SalzmannEPFLVerified email at epfl.ch
Antonio Manuel LopezUniversitat Autònoma de Barcelona (UAB) // Computer Science Dpt & Computer Vision Center (CVC)Verified email at cvc.uab.es
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
Hongxu (Danny) YinSenior Research Scientist, NVIDIA Research; Princeton UniversityVerified email at princeton.edu
Pavlo MolchanovNVIDIA ResearchVerified email at nvidia.com
Theo GeversComputer Vision Research Group, University of Amsterdam (UvA); 3DUniversumVerified email at uva.nl
Jan KautzVice President of Research, NVIDIA ResearchVerified email at nvidia.com
Ping Luo (羅平)Associate Professor, The University of Hong KongVerified email at hku.hk
Sanja FidlerUniversity of Toronto, NVIDIAVerified email at cs.toronto.edu
Clement FarabetEx Research Scientist, New York UniversityVerified email at nyu.edu
Nick BarnesProfessor, Australian National UniversityVerified email at anu.edu.au
Miaomiao LiuAustralian National UniversityVerified email at anu.edu.au
Maying ShenNVIDIAVerified email at nvidia.com
Joost van de WeijerComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Jiayu YangThe Australian National UniversityVerified email at anu.edu.au
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
Jonah PhilionUniversity of TorontoVerified email at mail.utoronto.ca

Jose M. Alvarez

Other namesJose Manuel Alvarez Lopez

NVIDIA

Verified email at nvidia.com - Homepage

Deep Learning Computer Vision Autonomous Driving


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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	2061	2021
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	1245	2017
Invertible conditional gans for image editing G Perarnau, J Van De Weijer, B Raducanu, JM Álvarez arXiv preprint arXiv:1611.06355, 2016	833	2016
Learning the number of neurons in deep networks JM Alvarez, M Salzmann Advances in Neural Information Processing Systems, 2270-2278, 2016	452	2016
Learning the Number of Neurons in Deep Networks JM Alvarez, M Salzmann Advances in Neural Information Processing Systems, 4916-4924, 2016	452	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	431	2020
Road detection based on illuminant invariance JMÁ Alvarez, AM Ĺopez IEEE transactions on intelligent transportation systems 12 (1), 184-193, 2010	382	2010
Less is more: Towards compact cnns H Zhou, JM Alvarez, F Porikli Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016	379	2016
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	300	2012
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	298	2021
Compression-aware training of deep networks JM Alvarez, M Salzmann Advances in neural information processing systems 30, 2017	286	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	230	2020
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	222	2016
Personalized federated learning with first order model optimization M Zhang, K Sapra, S Fidler, S Yeung, JM Alvarez arXiv preprint arXiv:2012.08565, 2020	207	2020
Emotion recognition in context R Kosti, JM Alvarez, A Recasens, A Lapedriza Proceedings of the IEEE conference on computer vision and pattern …, 2017	193	2017
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	190	2016
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	167*	2018
Context based emotion recognition using emotic dataset R Kosti, JM Alvarez, A Recasens, A Lapedriza IEEE transactions on pattern analysis and machine intelligence 42 (11), 2755 …, 2019	158	2019
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	133	2014
3D scene priors for road detection JM Alvarez, T Gevers, AM Lopez 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	128	2010

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