David Vázquez

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	All	Since 2018
Citations	8680	7620
h-index	32	29
i10-index	63	55

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Antonio Manuel LopezUniversitat Autònoma de Barcelona (UAB) // Computer Science Dpt & Computer Vision Center (CVC)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 RosAutonomus Agents Lab lead, Intel Labs, CA, USVerified email at intel.com
Javier MarínSatellogicVerified email at satellogic.com
Aaron CourvilleProfessor, DIRO, Université de Montréal, Mila, Cifar CAI chairVerified email at umontreal.ca
Alexandre LacosteStaff Research Scientist, ServiceNow ResearchVerified email at servicenow.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
Adriana Romero-SorianoFundamental AI Research, Meta AIVerified 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
Michał DrożdżalFundamental AI Research at MetaVerified email at fb.com
Alejandro González AlzateCV@HER - Computer Vision at Human-Environment Research, La SalleVerified email at salle.url.edu
Jaume Amoresmachine learning, computer vision, pattern recognitionVerified email at cvc.uab.es
Derek NowrouzezahraiMcGill University and Quebec Institute for Artificial IntelligenceVerified email at cim.mcgill.ca
Pedro O. PinheiroPrescient Design, GenentechVerified email at epfl.ch
Mark SchmidtAssociate Professor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca
Daniel Hernandez-JuarezSlamcoreVerified email at slamcore.com

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	2283	2016
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S Jégou, M Drozdzal, D Vazquez, A Romero, Y Bengio Computer Vision and Pattern Recognition (CVPR) Workshops, 2017	1890	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	393	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	369	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	246	2016
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	242	2014
Learning Appearance in Virtual Scenarios for Pedestrian Detection J Marin, D Vázquez, D Gerónimo, AM López Computer Vision and Pattern Recognition (CVPR), 2010	232	2010
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	186*	2016
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	185	2018
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	179	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	159	2015
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	132	2021
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	127*	2020
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	125	2014
Context-Aware Visual Compatibility Prediction G Cucurull, P Taslakian, D Vazquez Computer Vision and Pattern Recognition (CVPR), 2019	114	2019
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	111	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	102	2015
Knowledge hypergraphs: Prediction beyond binary relations B Fatemi, P Taslakian, D Vazquez, D Poole International Joint Conferences on Artificial Intelligence (IJCAI), 2019	98*	2019
On-board Detection of Pedestrian Intentions Z Fang, D Vázquez, A López Sensors 17 (10), 2193, 2017	84	2017
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	81	2021

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