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 pérezkyutaiVerified email at kyutai.org
Antoine ToisoulResearch Scientist at Facebook AIVerified email at fb.com
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
Valentin VielzeufOrange LabsVerified email at orange.com
Kevin J LiangFundamental AI Research (FAIR) at MetaVerified email at meta.com
José Oñate LópezAI/ML Engineer at Eureka LabsVerified email at eurekalabs.io
Philip TorrProfessor, University of OxfordVerified email at eng.ox.ac.uk
Sauradip NagCVSSP, University of SurreyVerified email at surrey.ac.uk
Yuren CongPh.D Student Leibniz Universität HannoverVerified email at tnt.uni-hannover.de
Juan Carlos NieblesResearch Director (Salesforce) & Adjunct Professor (Stanford University)Verified email at cs.stanford.edu
Andrés Felipe Villa OjedaDoctorate, Pontificia Universidad Católica de ChileVerified email at uc.cl
Patrick BouthemyDirecteur de recherche Inria

Juan-Manuel Pérez-Rúa

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Computer Vision Machine Learning


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Incremental Few-Shot Object Detection JM Perez-Rua, X Zhu, T Hospedales, T Xiang CVPR, 2020	231	2020
MFAS: Multimodal Fusion Architecture Search JM Pérez-Rúa, V Vielzeuf, S Pateux, M Baccouche, F Jurie CVPR, 2019	179	2019
Space-time Mixing Attention for Video Transformer A Bulat, JM Perez-Rua, S Sudhakaran, B Martinez, G Tzimiropoulos NeurIPS, 2021	89	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	60	2021
Efficient progressive neural architecture search JM Pérez-Rúa, M Baccouche, S Pateux BMVC, 2018	54	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	49	2021
Low-Fidelity Video Encoder Optimization for Temporal Action Localization M Xu, JM Pérez-Rúa, X Zhu, B Ghanem, B Martinez NeurIPS, 2021	32*	2021
Sylph: A Hypernetwork Framework for Incremental Few-shot Object Detection L Yin, JM Perez-Rua, KJ Liang CVPR, 2022	27	2022
Intelligent erratic driving diagnosis based on artificial neural networks GCM Quintero, JAO López, JMP Rúa IEEE, 2010	26	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	24	2021
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	16	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	10	2022
Discovering motion hierarchies via tree-structured coding of trajectories JM Pérez-Rúa, T Crivelli, P Pérez, P Bouthemy BMVC, 2016	7	2016
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization M Xu, Y Li, CY Fu, B Ghanem, T Xiang, JM Perez-Rua CVPR, 2023	6	2023
Boundary-denoising for video activity localization M Xu, M Soldan, J Gao, S Liu, JM Pérez-Rúa, B Ghanem arXiv preprint arXiv:2304.02934, 2023	6	2023
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
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing Y Cong, M Xu, C Simon, S Chen, J Ren, Y Xie, JM Perez-Rua, ... arXiv preprint arXiv:2310.05922, 2023	3	2023
Multi-modal few-shot temporal action detection via vision-language meta-adaptation S Nag, M Xu, X Zhu, JM Pérez-Rúa, B Ghanem, YZ Song, T Xiang arXiv preprint arXiv:2211.14905, 2022	3	2022

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