Articles with public access mandates - Pau RodríguezLearn more
Available somewhere: 22
TADAM: Task dependent adaptive metric for improved few-shot learning
BN Oreshkin, P Rodriguez, A Lacoste
Advances in Neural Information Processing Systems 31, 721--731, 2018
Mandates: Government of Spain
Beyond one-hot encoding: Lower dimensional target embedding
P Rodríguez, MA Bautista, J Gonzalez, S Escalera
Image and Vision Computing 75, 21-31, 2018
Mandates: European Commission, Government of Spain
Deep pain: Exploiting long short-term memory networks for facial expression classification
P Rodriguez, G Cucurull, J Gonzàlez, JM Gonfaus, K Nasrollahi, ...
IEEE transactions on cybernetics 52 (5), 3314-3324, 2017
Mandates: European Commission, Government of Spain
Online fast adaptation and knowledge accumulation (osaka): a new approach to continual learning
M Caccia, P Rodriguez, O Ostapenko, F Normandin, M Lin, ...
Advances in Neural Information Processing Systems 33, 16532-16545, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
Age and gender recognition in the wild with deep attention
P Rodríguez, G Cucurull, JM Gonfaus, FX Roca, J Gonzalez
Pattern Recognition 72, 563-571, 2017
Mandates: European Commission, Government of Spain
Disentanglement via mechanism sparsity regularization: A new principle for nonlinear ICA
S Lachapelle, P Rodriguez, Y Sharma, KE Everett, R Le Priol, A Lacoste, ...
Conference on Causal Learning and Reasoning, 428-484, 2022
Mandates: Federal Ministry of Education and Research, Germany
Pay attention to the activations: a modular attention mechanism for fine-grained image recognition
P Rodríguez, D Velazquez, C Guillem, JM Gonfaus, FX Roca, J González
IEEE Transactions on Multimedia, 1-1, 2019
Mandates: European Commission, Government of Spain
A survey of self-supervised and few-shot object detection
G Huang, I Laradji, D Vazquez, S Lacoste-Julien, P Rodriguez
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (4), 4071-4089, 2022
Mandates: Natural Sciences and Engineering Research Council of Canada
Continual learning via local module composition
O Ostapenko, P Rodriguez, M Caccia, L Charlin
Advances in Neural Information Processing Systems 34, 30298-30312, 2021
Mandates: Natural Sciences and Engineering Research Council of Canada
Single image super-resolution based on directional variance attention network
P Behjati, P Rodriguez, C Fernández, I Hupont, A Mehri, J Gonzalez
Pattern Recognition 133, 108997, 2023
Mandates: Government of Spain
Attend and rectify: a gated attention mechanism for fine-grained recovery
P Rodríguez, JM Gonfaus, G Cucurull, F XavierRoca, J Gonzalez
Proceedings of the European conference on computer vision (ECCV), 349-364, 2018
Mandates: European Commission, Government of Spain
PRAXIS: Towards automatic cognitive assessment using gesture recognition
F Negin, P Rodriguez, M Koperski, A Kerboua, J Gonzàlez, J Bourgeois, ...
Expert systems with applications 106, 21-35, 2018
Mandates: European Commission, Government of Spain
Overnet: Lightweight multi-scale super-resolution with overscaling network
P Behjati, P Rodriguez, A Mehri, I Hupont, CF Tena, J Gonzalez
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
Mandates: Government of Spain
Synbols: Probing learning algorithms with synthetic datasets
A Lacoste, P Rodríguez, F Branchaud-Charron, P Atighehchian, M Caccia, ...
Advances in Neural Information Processing Systems 33, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
The role of entropy and reconstruction in multi-view self-supervised learning
BR Gálvez, A Blaas, P Rodríguez, A Golinski, X Suau, J Ramapuram, ...
International Conference on Machine Learning, 29143-29160, 2023
Mandates: Swedish Research Council
Frequency-based enhancement network for efficient super-resolution
P Behjati, P Rodriguez, CF Tena, A Mehri, FX Roca, S Ozawa, J Gonzalez
IEEE Access 10, 57383-57397, 2022
Mandates: Government of Spain
Logo detection with no priors
DA Velazquez, JM Gonfaus, P Rodriguez, FX Roca, S Ozawa, J Gonzalez
IEEE Access 9, 106998-107011, 2021
Mandates: Government of Spain
Integrating vision and language in social networks for identifying visual patterns of personality traits
P Rodriguez, J Gonzàlez, JM Gonfaus, FX Roca
Int J Soc Sci Humanit 9 (1), 6-12, 2019
Mandates: European Commission, Government of Spain
Personality trait analysis in social networks based on weakly supervised learning of shared images
P Rodríguez, D Velazquez, G Cucurull, JM Gonfaus, FX Roca, S Ozawa, ...
Applied Sciences 10 (22), 8170, 2020
Mandates: European Commission, Government of Spain
A closer look at embedding propagation for manifold smoothing
D Velazquez, P Rodriguez, JM Gonfaus, FX Roca, J Gonzalez
Journal of Machine Learning Research 23 (252), 1-27, 2022
Mandates: Government of Spain
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