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Juan-Manuel Pérez-Rúa
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- affiliation: Facebook AI, UK
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2020 – today
- 2024
- [c18]Shoufa Chen, Mengmeng Xu, Jiawei Ren, Yuren Cong, Sen He, Yanping Xie, Animesh Sinha, Ping Luo, Tao Xiang, Juan-Manuel Pérez-Rúa:
GenTron: Diffusion Transformers for Image and Video Generation. CVPR 2024: 6441-6451 - [c17]Yuren Cong, Mengmeng Xu, Christian Simon, Shoufa Chen, Jiawei Ren, Yanping Xie, Juan-Manuel Pérez-Rúa, Bodo Rosenhahn, Tao Xiang, Sen He:
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing. ICLR 2024 - [c16]Mengmeng Xu, Mattia Soldan, Jialin Gao, Shuming Liu, Juan-Manuel Pérez-Rúa, Bernard Ghanem:
Boundary Denoising for Video Activity Localization. ICLR 2024 - [i21]Haozhe Liu, Shikun Liu, Zijian Zhou, Mengmeng Xu, Yanping Xie, Xiao Han, Juan C. Pérez, Ding Liu, Kumara Kahatapitiya, Menglin Jia, Jui-Chieh Wu, Sen He, Tao Xiang, Jürgen Schmidhuber, Juan-Manuel Pérez-Rúa:
MarDini: Masked Autoregressive Diffusion for Video Generation at Scale. CoRR abs/2410.20280 (2024) - 2023
- [c15]Mengmeng Xu, Yanghao Li, Cheng-Yang Fu, Bernard Ghanem
, Tao Xiang, Juan-Manuel Pérez-Rúa:
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization. CVPR 2023: 2593-2603 - [i20]Mengmeng Xu, Mattia Soldan, Jialin Gao, Shuming Liu, Juan-Manuel Pérez-Rúa, Bernard Ghanem:
Boundary-Denoising for Video Activity Localization. CoRR abs/2304.02934 (2023) - [i19]Yuren Cong, Mengmeng Xu, Christian Simon, Shoufa Chen, Jiawei Ren, Yanping Xie, Juan-Manuel Pérez-Rúa, Bodo Rosenhahn, Tao Xiang, Sen He:
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing. CoRR abs/2310.05922 (2023) - [i18]Shoufa Chen, Mengmeng Xu, Jiawei Ren, Yuren Cong, Sen He, Yanping Xie, Animesh Sinha, Ping Luo, Tao Xiang, Juan-Manuel Pérez-Rúa:
GenTron: Delving Deep into Diffusion Transformers for Image and Video Generation. CoRR abs/2312.04557 (2023) - [i17]Christian Simon, Sen He, Juan-Manuel Pérez-Rúa, Mengmeng Xu, Amine Benhalloum, Tao Xiang:
Hyper-VolTran: Fast and Generalizable One-Shot Image to 3D Object Structure via HyperNetworks. CoRR abs/2312.16218 (2023) - 2022
- [i16]Mengmeng Xu, Cheng-Yang Fu, Yanghao Li, Bernard Ghanem, Juan-Manuel Pérez-Rúa, Tao Xiang:
Negative Frames Matter in Egocentric Visual Query 2D Localization. CoRR abs/2208.01949 (2022) - [i15]Mengmeng Xu, Yanghao Li, Cheng-Yang Fu, Bernard Ghanem, Tao Xiang, Juan-Manuel Pérez-Rúa:
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization. CoRR abs/2211.10528 (2022) - [i14]Sauradip Nag, Mengmeng Xu, Xiatian Zhu, Juan-Manuel Pérez-Rúa, Bernard Ghanem, Yi-Zhe Song, Tao Xiang:
Multi-Modal Few-Shot Temporal Action Detection via Vision-Language Meta-Adaptation. CoRR abs/2211.14905 (2022) - 2021
- [c14]Juan-Manuel Pérez-Rúa, Brais Martínez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang:
Knowing What, Where and When to Look: Video Action modelling with Attention. BMVC 2021: 245 - [c13]Xiatian Zhu, Antoine Toisoul, Juan-Manuel Pérez-Rúa, Li Zhang, Brais Martínez, Tao Xiang:
Few-shot Action Recognition with Prototype-centered Attentive Learning. BMVC 2021: 249 - [c12]Andrés Villa, Juan-Manuel Pérez-Rúa, Vladimir Araujo
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification. BMVC 2021: 304 - [c11]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Victor Escorcia, Brais Martínez, Xiatian Zhu, Li Zhang, Bernard Ghanem
Boundary-sensitive Pre-training for Temporal Localization in Videos. ICCV 2021: 7200-7210 - [c10]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Xiatian Zhu, Bernard Ghanem, Brais Martínez:
Low-Fidelity Video Encoder Optimization for Temporal Action Localization. NeurIPS 2021: 9923-9935 - [c9]Adrian Bulat, Juan-Manuel Pérez-Rúa, Swathikiran Sudhakaran, Brais Martínez, Georgios Tzimiropoulos:
Space-time Mixing Attention for Video Transformer. NeurIPS 2021: 19594-19607 - [i13]Xiatian Zhu, Antoine Toisoul, Juan-Manuel Pérez-Rúa, Li Zhang, Brais Martínez, Tao Xiang:
Few-shot Action Recognition with Prototype-centered Attentive Learning. CoRR abs/2101.08085 (2021) - [i12]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Xiatian Zhu, Bernard Ghanem
Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization. CoRR abs/2103.15233 (2021) - [i11]Adrian Bulat, Juan-Manuel Pérez-Rúa, Swathikiran Sudhakaran, Brais Martínez, Georgios Tzimiropoulos:
Space-time Mixing Attention for Video Transformer. CoRR abs/2106.05968 (2021) - [i10]Andrés Villa, Juan-Manuel Pérez-Rúa, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto:
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification. CoRR abs/2106.11173 (2021) - [i9]Swathikiran Sudhakaran, Adrian Bulat, Juan-Manuel Pérez-Rúa, Alex Falcon, Sergio Escalera, Oswald Lanz, Brais Martínez, Georgios Tzimiropoulos:
SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021. CoRR abs/2110.02902 (2021) - 2020
- [j3]Juan-Manuel Pérez-Rúa
ROAM: A Rich Object Appearance Model with Application to Rotoscoping. IEEE Trans. Pattern Anal. Mach. Intell. 42(8): 1996-2010 (2020) - [c8]Juan-Manuel Pérez-Rúa, Xiatian Zhu, Timothy M. Hospedales, Tao Xiang:
Incremental Few-Shot Object Detection. CVPR 2020: 13843-13852 - [i8]Juan-Manuel Pérez-Rúa, Xiatian Zhu, Timothy M. Hospedales, Tao Xiang:
Incremental Few-Shot Object Detection. CoRR abs/2003.04668 (2020) - [i7]Juan-Manuel Pérez-Rúa, Brais Martínez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang:
Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention. CoRR abs/2004.01278 (2020) - [i6]Juan-Manuel Pérez-Rúa, Antoine Toisoul, Brais Martínez, Victor Escorcia, Li Zhang, Xiatian Zhu, Tao Xiang:
Egocentric Action Recognition by Video Attention and Temporal Context. CoRR abs/2007.01883 (2020) - [i5]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Victor Escorcia, Brais Martínez, Xiatian Zhu, Li Zhang, Bernard Ghanem
Boundary-sensitive Pre-training for Temporal Localization in Videos. CoRR abs/2011.10830 (2020)
2010 – 2019
- 2019
- [c7]Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie:
MFAS: Multimodal Fusion Architecture Search. CVPR 2019: 6966-6975 - [i4]Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie:
MFAS: Multimodal Fusion Architecture Search. CoRR abs/1903.06496 (2019) - 2018
- [c6]Juan-Manuel Pérez-Rúa, Moez Baccouche, Stéphane Pateux:
Efficient Progressive Neural Architecture Search. BMVC 2018: 150 - [i3]Juan-Manuel Pérez-Rúa, Tomás Crivelli, Patrick Bouthemy, Patrick Pérez:
Learning how to be robust: Deep polynomial regression. CoRR abs/1804.06504 (2018) - [i2]Juan-Manuel Pérez-Rúa, Moez Baccouche, Stéphane Pateux:
Efficient Progressive Neural Architecture Search. CoRR abs/1808.00391 (2018) - 2017
- [b1]Juan-Manuel Pérez-Rúa:
Hierarchical motion-based video analysis with applications to video post-production. (Analyse de vidéo par décomposition hiérarchique du mouvement appliquée à la post-production vidéo). University of Rennes 1, France, 2017 - [j2]Juan-Manuel Pérez-Rúa, Antoine Basset, Patrick Bouthemy:
Detection and Localization of Anomalous Motion in Video Sequences from Local Histograms of Labeled Affine Flows. Frontiers ICT 4: 10 (2017) - [c5]Ondrej Miksik, Juan-Manuel Pérez-Rúa, Philip H. S. Torr, Patrick Pérez:
ROAM: A Rich Object Appearance Model with Application to Rotoscoping. CVPR 2017: 7426-7434 - 2016
- [j1]Juan-Manuel Pérez-Rúa
Object-guided motion estimation. Comput. Vis. Image Underst. 153: 88-99 (2016) - [c4]Juan-Manuel Pérez-Rúa, Tomás Crivelli, Patrick Pérez, Patrick Bouthemy:
Discovering motion hierarchies via tree-structured coding of trajectories. BMVC 2016 - [c3]Juan-Manuel Pérez-Rúa, Tomás Crivelli, Patrick Bouthemy, Patrick Pérez:
Determining Occlusions from Space and Time Image Reconstructions. CVPR 2016: 1382-1391 - [c2]Juan-Manuel Pérez-Rúa, Tomás Crivelli, Patrick Pérez, Patrick Bouthemy:
Hierarchical motion decomposition for dynamic scene parsing. ICIP 2016: 3952-3956 - [i1]Ondrej Miksik, Juan-Manuel Pérez-Rúa, Philip H. S. Torr, Patrick Pérez:
ROAM: a Rich Object Appearance Model with Application to Rotoscoping. CoRR abs/1612.01495 (2016) - 2015
- [c1]Juan-Manuel Pérez-Rúa, Tomás Crivelli, Patrick Pérez:
Background-foreground tracking for video object segmentation. ICIP 2015: 1613-1617
Coauthor Index
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