Juan-Manuel Pérez-Rúa

According to our database, Juan-Manuel Pérez-Rúa authored at least 33 papers between 2015 and 2024.

Collaborative distances:

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

2024

Learning Flow Fields in Attention for Controllable Person Image Generation.

Zijian Zhou, Shikun Liu, Xiao Han, Haozhe Liu, Kam Woh Ng, Tian Xie, Yuren Cong, Hang Li, Mengmeng Xu, Juan-Manuel Pérez-Rúa, Aditya Patel, Tao Xiang, Miaojing Shi, Sen He

CoRR, 2024

MarDini: Masked Autoregressive Diffusion for Video Generation at Scale.

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

CoRR, 2024

Boundary Denoising for Video Activity Localization.

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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

GenTron: 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

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