Juan-Manuel Pérez-Rúa

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Tao XiangUniversity of Surrey; Meta AIVerified email at surrey.ac.uk
Xiatian ZhuUniversity of SurreyVerified email at surrey.ac.uk
Brais MartinezPrincipal Researcher at Samsung AI CentreVerified email at samsung.com
Bernard GhanemProfessor, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Victor EscorciaSamsung AI Center - CambridgeVerified email at kaust.edu.sa
patrick pérezvaleo.aiVerified email at valeo.com
Antoine ToisoulResearch Scientist at Facebook AIVerified email at fb.com
Li ZhangFudan UniversityVerified email at fudan.edu.cn
Tomas CrivelliMatsukoVerified email at matsuko.com
Mengmeng Xu (Frost)PhD candidate, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Timothy M. HospedalesProfessor, University of Edinburgh; Samsung AI ResearchVerified email at ed.ac.uk
Georgios (Yorgos) TzimiropoulosSamsung AI Center, Cambridge | Queen Mary University of LondonVerified email at qmul.ac.uk
Adrian BulatSamsung AI CambridgeVerified email at adrianbulat.com
Valentin VielzeufOrange LabsVerified email at orange.com
Kevin J LiangResearch Scientist @ FacebookVerified email at meta.com
Cheng-Yang FuResearch Scientist in MetaVerified email at fb.com
José Oñate LópezData Scientist at GenesysVerified email at genesys.com
Philip TorrProfessor, University of OxfordVerified email at eng.ox.ac.uk
Ondrej MiksikMicrosoft Mixed Reality & AI Lab ZurichVerified email at robots.ox.ac.uk
Li YinSylphAIVerified email at sylphai.com

Juan-Manuel Pérez-Rúa

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Computer Vision Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Incremental Few-Shot Object Detection JM Perez-Rua, X Zhu, T Hospedales, T Xiang CVPR, 2020	196	2020
MFAS: Multimodal Fusion Architecture Search JM Pérez-Rúa, V Vielzeuf, S Pateux, M Baccouche, F Jurie CVPR, 2019	143	2019
Space-time Mixing Attention for Video Transformer A Bulat, JM Perez-Rua, S Sudhakaran, B Martinez, G Tzimiropoulos NeurIPS, 2021	60	2021
Boundary-sensitive pre-training for temporal localization in videos M Xu, JM Pérez-Rúa, V Escorcia, B Martinez, X Zhu, L Zhang, B Ghanem, ... ICCV, 2021	45	2021
Efficient progressive neural architecture search JM Pérez-Rúa, M Baccouche, S Pateux BMVC, 2018	42	2018
Few-shot Action Recognition with Prototype-centered Attentive Learning X Zhu, A Toisoul, JM Perez-Rua, L Zhang, B Martinez, T Xiang BMVC, 2021	39	2021
Intelligent erratic driving diagnosis based on artificial neural networks GCM Quintero, JAO López, JMP Rúa IEEE, 2010	25	2010
Knowing what, where and when to look: Efficient video action modeling with attention JM Perez-Rua, B Martinez, X Zhu, A Toisoul, V Escorcia, T Xiang BMVC, 2021	23	2021
Low-Fidelity Video Encoder Optimization for Temporal Action Localization M Xu, JM Pérez-Rúa, X Zhu, B Ghanem, B Martinez NeurIPS, 2021	23	2021
Sylph: A Hypernetwork Framework for Incremental Few-shot Object Detection L Yin, JM Perez-Rua, KJ Liang CVPR, 2022	16	2022
Detection and localization of anomalous motion in video sequences from local histograms of labeled affine flows JM Pérez-Rúa, A Basset, P Bouthemy Frontiers in ICT 4, 10, 2017	15*	2017
Determining occlusions from space and time image reconstructions JM Perez-Rua, T Crivelli, P Bouthemy, P Perez CVPR, 2016	13	2016
Negative Frames Matter in Egocentric Visual Query 2D Localization M Xu, CY Fu, Y Li, B Ghanem, JM Perez-Rua, T Xiang CVPR-W, 2022	7	2022
Discovering motion hierarchies via tree-structured coding of trajectories JM Pérez-Rúa, T Crivelli, P Pérez, P Bouthemy BMVC, 2016	7	2016
ROAM: a Rich Object Appearance Model with Application to Rotoscoping O Miksik, JM Pérez-Rúa, PHS Torr, P Pérez CVPR, 2017	6	2017
Egocentric Action Recognition by Video Attention and Temporal Context JM Perez-Rua, A Toisoul, B Martinez, V Escorcia, L Zhang, X Zhu, T Xiang CVPR-W, 2020	4	2020
Method and apparatus for object tracking and segmentation via background tracking TE Crivelli, JM Perez-Rua, P Perez US Patent App. 15/314,497, 2018	3	2018
Object-guided motion estimation JM Pérez-Rúa, T Crivelli, P Pérez CVIU, 2016	3	2016
Multi-Modal Few-Shot Temporal Action Detection via Vision-Language Meta-Adaptation S Nag, M Xu, X Zhu, JM Perez-Rua, B Ghanem, YZ Song, T Xiang arXiv preprint arXiv:2211.14905, 2022	2	2022
ROAM: a Rich Object Appearance Model with Application to Rotoscoping JM Perez-Rua, O Miksik, T Crivelli, P Bouthemy, PHS Torr, P Perez PAMI, 2020	2	2020

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