Juan-Manuel Pérez-Rúa

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Tao XiangUniversity of Surrey; Meta AIVerified email at surrey.ac.uk
Xiatian ZhuUP Lab, CVSSP, University of SurreyVerified email at surrey.ac.uk
Brais MartinezSamsung AI CentreVerified email at samsung.com
Bernard GhanemProfessor, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Mengmeng Xu (Frost)MetaVerified email at meta.com
Victor EscorciaSamsung AI Center - CambridgeVerified email at kaust.edu.sa
Antoine ToisoulResearch Scientist at Meta AIVerified email at fb.com
patrick pérezkyutaiVerified email at kyutai.org
Tomas CrivelliMatsukoVerified email at matsuko.com
Timothy M. HospedalesProfessor, University of Edinburgh; Samsung AI ResearchVerified email at ed.ac.uk
Yuren CongMeta AIVerified email at meta.com
Shoufa ChenThe University of Hong Kong (HKU)Verified email at connect.hku.hk
Jiawei RenPhD student, MMLab@Nanyang Technological UniversityVerified email at e.ntu.edu.sg
Valentin VielzeufOrange LabsVerified email at orange.com
Kevin J LiangFundamental AI Research (FAIR) at MetaVerified email at meta.com
Christian SimonSonyVerified email at sony.com
Animesh SinhaGenAI, MetaVerified email at fb.com
Ping Luo (羅平)Associate Professor, The University of Hong Kong; MMLAB@HKUVerified email at hku.hk
Bodo RosenhahnL3S Research Center / Leibniz Universität HannoverVerified email at tnt.uni-hannover.de
José Oñate LópezAI/ML EngineerVerified email at gonati.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	297	2020
MFAS: Multimodal Fusion Architecture Search JM Pérez-Rúa, V Vielzeuf, S Pateux, M Baccouche, F Jurie CVPR, 2019	237	2019
Space-time Mixing Attention for Video Transformer A Bulat, JM Perez-Rua, S Sudhakaran, B Martinez, G Tzimiropoulos NeurIPS, 2021	130	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	80	2021
Few-shot Action Recognition with Prototype-centered Attentive Learning X Zhu, A Toisoul, JM Perez-Rua, L Zhang, B Martinez, T Xiang BMVC, 2021	72	2021
Efficient progressive neural architecture search JM Pérez-Rúa, M Baccouche, S Pateux BMVC, 2018	57	2018
Sylph: A Hypernetwork Framework for Incremental Few-shot Object Detection L Yin, JM Perez-Rua, KJ Liang CVPR, 2022	52	2022
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, ... ICLR, 2024	51	2024
Low-Fidelity Video Encoder Optimization for Temporal Action Localization M Xu, JM Pérez-Rúa, X Zhu, B Ghanem, B Martinez NeurIPS, 2021	48	2021
GenTron: Diffusion Transformers for Image and Video Generation S Chen, M Xu, J Ren, Y Cong, S He, Y Xie, A Sinha, P Luo, T Xiang, ... CVPR, 2024	38*	2024
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	24	2021
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	16	2023
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	11	2022
Boundary-denoising for video activity localization M Xu, M Soldan, J Gao, S Liu, JM Pérez-Rúa, B Ghanem ICLR, 2024	10	2024
Discovering motion hierarchies via tree-structured coding of trajectories JM Pérez-Rúa, T Crivelli, P Pérez, P Bouthemy BMVC, 2016	7	2016
Multi-Modal Few-Shot Temporal Action Detection S Nag, M Xu, X Zhu, JM Pérez-Rúa, B Ghanem, YZ Song, T Xiang arXiv preprint arXiv:2211.14905, 2022	6	2022
ROAM: a Rich Object Appearance Model with Application to Rotoscoping O Miksik, JM Pérez-Rúa, PHS Torr, P Pérez CVPR, 2017	6	2017

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