Juan-Manuel Pérez-Rúa

Space-time Mixing Attention for Video Transformer

Adrian Bulat, Juan-Manuel Pérez-Rúa, Swathikiran Sudhakaran et al. · arXiv (Cornell University) · 2021 · 57 citations · Full text

Engineering, Machine Learning, Video Processing +16

Boundary-sensitive Pre-training for Temporal Localization in Videos

Mengmeng Xu, Juan-Manuel Pérez-Rúa, Víctor Escorcia et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 47 citations · Full text

Engineering, Machine Learning, Action Recognition (Movement Science) +19

Few-shot Action Recognition with Prototype-centered Attentive Learning

Xiatian Zhu, Antoine Toisoul, Juan-Manuel Pérez-Rúa et al. · arXiv (Cornell University) · 2021 · 36 citations · Full text

Few-shot Learning, Multiple Instance Learning, Engineering +14

Incremental Few-Shot Object Detection

Juan-Manuel Pérez-Rúa, Xiatian Zhu, Timothy M. Hospedales et al. · 2020 · 26 citations · Full text

Few-shot Learning, Novel Class Registration, Convolutional Neural Network +14

MFAS: Multimodal Fusion Architecture Search

Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux et al. · 2019 · 24 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16