Juan-Manuel Pérez-Rúa

According to our database, Juan-Manuel Pérez-Rúa authored at least 30 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Hyper-VolTran: Fast and Generalizable One-Shot Image to 3D Object Structure via HyperNetworks.

Christian Simon, Sen He, Juan-Manuel Pérez-Rúa, Mengmeng Xu, Amine Benhalloum, Tao Xiang

CoRR, 2023

GenTron: Delving Deep into Diffusion Transformers for Image and Video Generation.

Shoufa Chen, Mengmeng Xu, Jiawei Ren, Yuren Cong, Sen He, Yanping Xie, Animesh Sinha, Ping Luo, Tao Xiang, Juan-Manuel Pérez-Rúa

CoRR, 2023

FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing.

Yuren Cong, Mengmeng Xu, Christian Simon, Shoufa Chen, Jiawei Ren, Yanping Xie, Juan-Manuel Pérez-Rúa, Bodo Rosenhahn, Tao Xiang, Sen He

CoRR, 2023

Boundary-Denoising for Video Activity Localization.

Mengmeng Xu, Mattia Soldan, Jialin Gao, Shuming Liu, Juan-Manuel Pérez-Rúa, Bernard Ghanem

CoRR, 2023

Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization.

Mengmeng Xu, Yanghao Li, Cheng-Yang Fu, Bernard Ghanem, Tao Xiang, Juan-Manuel Pérez-Rúa

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Multi-Modal Few-Shot Temporal Action Detection via Vision-Language Meta-Adaptation.

Sauradip Nag, Mengmeng Xu, Xiatian Zhu, Juan-Manuel Pérez-Rúa, Bernard Ghanem, Yi-Zhe Song, Tao Xiang

CoRR, 2022

Negative Frames Matter in Egocentric Visual Query 2D Localization.

Mengmeng Xu, Cheng-Yang Fu, Yanghao Li, Bernard Ghanem, Juan-Manuel Pérez-Rúa, Tao Xiang

CoRR, 2022

2021

SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021.

Swathikiran Sudhakaran, Adrian Bulat, Juan-Manuel Pérez-Rúa, Alex Falcon, Sergio Escalera, Oswald Lanz, Brais Martínez, Georgios Tzimiropoulos

CoRR, 2021

Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization.

Mengmeng Xu, Juan-Manuel Pérez-Rúa, Xiatian Zhu, Bernard Ghanem, Brais Martínez

CoRR, 2021

Low-Fidelity Video Encoder Optimization for Temporal Action Localization.

Mengmeng Xu, Juan-Manuel Pérez-Rúa, Xiatian Zhu, Bernard Ghanem, Brais Martínez

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Space-time Mixing Attention for Video Transformer.

Adrian Bulat, Juan-Manuel Pérez-Rúa, Swathikiran Sudhakaran, Brais Martínez, Georgios Tzimiropoulos

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Boundary-sensitive Pre-training for Temporal Localization in Videos.

Mengmeng Xu, Juan-Manuel Pérez-Rúa, Victor Escorcia, Brais Martínez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Few-shot Action Recognition with Prototype-centered Attentive Learning.

Xiatian Zhu, Antoine Toisoul, Juan-Manuel Pérez-Rúa, Li Zhang, Brais Martínez, Tao Xiang

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification.

Andrés Villa, Juan-Manuel Pérez-Rúa, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Knowing What, Where and When to Look: Video Action modelling with Attention.

Juan-Manuel Pérez-Rúa, Brais Martínez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

ROAM: A Rich Object Appearance Model with Application to Rotoscoping.

Juan-Manuel Pérez-Rúa, Ondrej Miksik, Tomás Crivelli, Patrick Bouthemy, Philip H. S. Torr, Patrick Pérez

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Egocentric Action Recognition by Video Attention and Temporal Context.

Juan-Manuel Pérez-Rúa, Antoine Toisoul, Brais Martínez, Victor Escorcia, Li Zhang, Xiatian Zhu, Tao Xiang

CoRR, 2020

Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention.

Juan-Manuel Pérez-Rúa, Brais Martínez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang

CoRR, 2020

Incremental Few-Shot Object Detection.

Juan-Manuel Pérez-Rúa, Xiatian Zhu, Timothy M. Hospedales, Tao Xiang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

MFAS: Multimodal Fusion Architecture Search.

Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Learning how to be robust: Deep polynomial regression.

Juan-Manuel Pérez-Rúa, Tomás Crivelli, Patrick Bouthemy, Patrick Pérez

CoRR, 2018

Efficient Progressive Neural Architecture Search.

Juan-Manuel Pérez-Rúa, Moez Baccouche, Stéphane Pateux

Proceedings of the British Machine Vision Conference 2018, 2018

2017

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).

Juan-Manuel Pérez-Rúa

PhD thesis, 2017

Detection and Localization of Anomalous Motion in Video Sequences from Local Histograms of Labeled Affine Flows.

Juan-Manuel Pérez-Rúa, Antoine Basset, Patrick Bouthemy

Frontiers ICT, 2017

ROAM: A Rich Object Appearance Model with Application to Rotoscoping.

Ondrej Miksik, Juan-Manuel Pérez-Rúa, Philip H. S. Torr, Patrick Pérez

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Object-guided motion estimation.

Juan-Manuel Pérez-Rúa, Tomás Crivelli, Patrick Pérez

Comput. Vis. Image Underst., 2016

Hierarchical motion decomposition for dynamic scene parsing.

Juan-Manuel Pérez-Rúa, Tomás Crivelli, Patrick Pérez, Patrick Bouthemy

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Determining Occlusions from Space and Time Image Reconstructions.

Juan-Manuel Pérez-Rúa, Tomás Crivelli, Patrick Bouthemy, Patrick Pérez

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Discovering motion hierarchies via tree-structured coding of trajectories.

Juan-Manuel Pérez-Rúa, Tomás Crivelli, Patrick Pérez, Patrick Bouthemy

Proceedings of the British Machine Vision Conference 2016, 2016

2015

Background-foreground tracking for video object segmentation.

Juan-Manuel Pérez-Rúa, Tomás Crivelli, Patrick Pérez

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015