David Vázquez

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	All	Since 2019
Citations	10248	8439
h-index	36	32
i10-index	70	62

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Antonio Manuel López PeñaProfessor Computer Science, ICREA Academia; DCC & CVC at Univ. Autònoma de Barcelona (UAB)Verified email at cvc.uab.es
Issam H. LaradjiStaff Research Scientist at ServiceNow & Adjunct Professor at University of British ColumbiaVerified email at servicenow.com
Pau RodríguezApple Machine Learning Research, ELLIS memberVerified email at apple.com
Jiaolong XuVerified email at cvc.uab.es
German RosNvidia, CAVerified email at nvidia.com
Alexandre LacosteStaff Research Scientist, ServiceNow ResearchVerified email at servicenow.com
Aaron CourvilleProfessor, DIRO, Université de Montréal, Mila, Cifar CAI chairVerified email at umontreal.ca
Javier MarínSatellogicVerified email at satellogic.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Sebastian RamosCEO & Co-Founder @ TensoreyeVerified email at tensoreye.de
Perouz TaslakianService NowVerified email at servicenow.com
Adriana Romero-SorianoFundamental AI Research, MetaVerified email at fb.com
Michał DrożdżalFundamental AI Research at MetaVerified email at fb.com
Antonio EspinosaAssociate professor, Universitat Autonoma de BarcelonaVerified email at uab.cat
J. C. MoureProfesor de Informática, Universidad Autónoma de BarcelonaVerified email at uab.es
Alejandro González AlzateCV@HER - Computer Vision at Human-Environment Research, La SalleVerified email at salle.url.edu
Derek NowrouzezahraiMcGill University and Quebec Institute for Artificial IntelligenceVerified email at cim.mcgill.ca
Jaume Amoresmachine learning, computer vision, pattern recognitionVerified email at cvc.uab.es
Pedro O. PinheiroPrescient Design, GenentechVerified email at epfl.ch
Mark SchmidtProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca

David Vázquez

ServiceNow Research, ELLIS member

Verified email at servicenow.com - Homepage

Artificial Intelligence Computer Vision Deep Learning Low Data Learning NLP


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The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes G Ros, L Sellart, J Materzynska, D Vazquez, A Lopez Computer Vision and Pattern Recognition (CVPR), 2016	2626	2016
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S Jégou, M Drozdzal, D Vazquez, A Romero, Y Bengio Workshop at Computer Vision and Pattern Recognition (CVPR), 2017	2062	2017
A benchmark for endoluminal scene segmentation of colonoscopy images D Vázquez, J Bernal, FJ Sánchez, G Fernández-Esparrach, AM López, ... Journal of Healthcare Engineering, 2017	600	2017
PixelVAE: A Latent Variable Model for Natural Images I Gulrajani, K Kumar, F Ahmed, AA Taiga, F Visin, D Vazquez, A Courville International Conference on Learning Representations (ICLR), 2016	401	2016
Pedestrian Detection at Day/Night Time with Visible and FIR Cameras: A Comparison A González, Z Fang, Y Socarras, J Serrat, D Vázquez, J Xu, A López Sensors 16 (6), 820, 2016	299	2016
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data O Mañas, A Lacoste, X Giro-i-Nieto, D Vazquez, P Rodriguez International Conference of Computer Vision (ICCV), 2021	253	2021
Virtual and Real World Adaptation for Pedestrian Detection D Vázquez, J Marin, AM Lopez, D Geronimo, D Ponsa IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 36 (4 …, 2014	247	2014
Learning Appearance in Virtual Scenarios for Pedestrian Detection J Marin, D Vázquez, D Gerónimo, AM López Computer Vision and Pattern Recognition (CVPR), 2010	239	2010
Where are the Blobs: Counting by Localization with Point Supervision IH Laradji, N Rostamzadeh, PO Pinheiro, D Vazquez, M Schmidt European Conference on Computer Vision (ECCV), 2018	229	2018
Embedded Real-time Stereo Estimation via Semi-Global Matching on the GPU DH Juárez, A Chacón, A Espinosa, D Vázquez, JC Moure, AM López International Conference on Computational Science (ICCS) 80, 143-153, 2016	208*	2016
Random Forests of Local Experts for Pedestrian Detection J Marın, D Vázquez, AM López, J Amores, B Leibe International Conference on Computer Vision (ICCV), 2013	176	2013
Vision-based Offline-Online Perception Paradigm for Autonomous Driving G Ros, S Ramos, M Granados, A Bakhtiary, D Vazquez, AM Lopez Winter Applications on Computer Vision (WACV), 2015	164	2015
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning M Caccia, P Rodriguez, O Ostapenko, F Normandin, M Lin, L Caccia, ... Conference on Neural Information Processing Systems (NeurIPS), 2020	154*	2020
Knowledge hypergraphs: Prediction beyond binary relations B Fatemi, P Taslakian, D Vazquez, D Poole International Joint Conferences on Artificial Intelligence (IJCAI), 2019	132*	2019
Domain Adaptation of Deformable Part-Based Models J Xu, S Ramos, D Vázquez, AM López IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 1 (99), 2014	131	2014
Context-Aware Visual Compatibility Prediction G Cucurull, P Taslakian, D Vazquez Computer Vision and Pattern Recognition (CVPR), 2019	129	2019
A realistic fish-habitat dataset to evaluate algorithms for underwater visual analysis A Saleh, IH Laradji, DA Konovalov, M Bradley, D Vazquez, M Sheaves Nature Scientific Reports 10 (1), 1-10, 2020	122	2020
On-board Object Detection: Multicue, Multimodal, and Multiview Random Forest of Local Experts A González, D Vázquez, AM López, J Amores IEEE Transactions on Cybernetics 47 (11), 3980-3990, 2016	121	2016
Multiview Random Forest of Local Experts Combining RGB and LIDAR Data for Pedestrian Detection A González, G Villalonga, J Xu, D Vázquez, J Amores, AM López Intelligent Vehicles Symposium (IV), 2015	107	2015
A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images I Laradji, P Rodriguez, O Manas, K Lensink, M Law, L Kurzman, W Parker, ... Winter Applications of Computer Vision (WACV), 2021	102	2021

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