David Vázquez

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	All	Since 2017
Citations	6953	6360
h-index	30	28
i10-index	55	50

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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. LaradjiSenior Research Scientist at ServiceNow ResearchVerified email at servicenow.com
Pau RodríguezApple Machine Learning Research, ELLIS memberVerified email at apple.com
Jiaolong XuVerified email at cvc.uab.es
Javier MarínSatellogicVerified email at satellogic.com
German RosAutonomus Agents Lab lead, Intel Labs, CA, USVerified email at intel.com
Sebastian RamosCEO & Co-Founder @ TensoreyeVerified email at tensoreye.de
Aaron CourvilleAssociate Professor, DIRO, Université de Montréal, Mila, Cifar CAI chairVerified email at umontreal.ca
Michał DrożdżalFacebook AI ResearchVerified email at fb.com
Adriana Romero-SorianoFundamental AI Research, Meta AIVerified email at fb.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Alexandre LacosteStaff Research Scientist, ServiceNow ResearchVerified email at servicenow.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
Jaume Amoresmachine learning, computer vision, pattern recognitionVerified email at cvc.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
Pedro O. PinheiroPrescient Design, GenentechVerified email at epfl.ch
Daniel Hernandez-JuarezSLAMcoreVerified email at slamcore.com
Gabriel VillalongaPhD ResearcherVerified email at cvc.uab.cat

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	1791	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	1642	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	322	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	229	2014
Learning Appearance in Virtual Scenarios for Pedestrian Detection J Marin, D Vázquez, D Gerónimo, AM López Computer Vision and Pattern Recognition (CVPR), 2010	223	2010
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	214	2017
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	189	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	172	2013
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	153*	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	145	2018
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	143	2015
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	119	2014
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	100	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	92	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	90*	2020
Context-Aware Visual Compatibility Prediction G Cucurull, P Taslakian, D Vazquez Computer Vision and Pattern Recognition (CVPR), 2019	84	2019
On-board Detection of Pedestrian Intentions Z Fang, D Vázquez, A López Sensors 17 (10), 2193, 2017	68	2017
Occlusion Handling via Random Subspace Classifiers for Human Detection J Marín, D Vázquez, AM López, J Amores, L Kuncheva IEEE Transactions on Systems, Man, and Cybernetics (Part B), 2013	65	2013
Learning a Part-based Pedestrian Detector in Virtual World J Xu, D Vazquez, AM Lopez, J Marin, D Ponsa IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2014	60	2014
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	59	2021

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