Pau Rodríguez

Beyond one-hot encoding: Lower dimensional target embedding

Pau Rodríguez, Miguel Ángel Bautista, Jordi Gonzàlez et al. · Image and Vision Computing · 2018 · 447 citations · Full text

Engineering, Machine Learning, Data Science +7

Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification

Pau Rodríguez, Guillem Cucurull, Jordi Gonzàlez et al. · IEEE Transactions on Cybernetics · 2017 · 295 citations · Full text

Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data

Oscar Mañas, Alexandre Lacoste, Xavier Giró-i-Nieto et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 291 citations · Full text

Earth Observation, Convolutional Neural Network, Engineering +19

TADAM: Task dependent adaptive metric for improved few-shot learning

Boris N. Oreshkin, Pau Rodríguez, Alexandre Lacoste · arXiv (Cornell University) · 2018 · 199 citations · Full text

Few-shot Learning, Machine Vision, Machine Learning +13

Single image super-resolution based on directional variance attention network

Parichehr Behjati, Pau Rodríguez, Carles Fernandez Tena et al. · Pattern Recognition · 2022 · 118 citations · Full text

Super-resolution Imaging, Image Analysis, Machine Vision +6