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Pau Rodríguez
Pau Rodríguez
Apple Machine Learning Research, ELLIS member
Verified email at apple.com - Homepage
Title
Cited by
Cited by
Year
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
14442018
Beyond one-hot encoding: Lower dimensional target embedding
P Rodríguez, MA Bautista, J Gonzalez, S Escalera
Image and Vision Computing 75, 21-31, 2018
3532018
Deep pain: Exploiting long short-term memory networks for facial expression classification
P Rodriguez, G Cucurull, J Gonzŕlez, JM Gonfaus, K Nasrollahi, ...
IEEE transactions on cybernetics 52 (5), 3314-3324, 2017
2982017
Primary prevention of neural tube defects with folic acid supplementation: Cuban experience
RG Vergel, LR Sanchez, BL Heredero, PL Rodriguez, AJ Martinez
Prenatal diagnosis 10 (3), 149-152, 1990
2621990
Embedding propagation: Smoother manifold for few-shot classification
P Rodríguez, I Laradji, A Drouin, A Lacoste
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
2162020
Seasonal contrast: Unsupervised pre-training from uncurated remote sensing data
O Manas, A Lacoste, X Giró-i-Nieto, D Vazquez, P Rodriguez
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
2022021
Some questions on the corrosion of steel in concrete—Part I: when, how and how much steel corrodes
JA González, S Feliu, P Rodríguez, E Ramirez, C Alonso, C Andrade
Materials and structures 29, 40-46, 1996
1671996
Regularizing CNNs with Locally Constrained Decorrelations
P Rodríguez, J Gonzŕlez, G Cucurull, JM Gonfaus, X Roca
Proceedings of the International Conference on Learning Representations (ICLR), 2017
1532017
Methods for studying corrosion in reinforced concrete
P Rodriguez, E Ramirez, JA Gonzalez
Magazine of Concrete Research 46 (167), 81-90, 1994
1531994
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
141*2020
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
1202017
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
1012022
A weakly supervised consistency-based learning method for covid-19 segmentation in ct images
I Laradji, P Rodriguez, O Manas, K Lensink, M Law, L Kurzman, W Parker, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
922021
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
842019
Effects of moisture availability on corrosion kinetics of steel embedded in concrete
JA Gonzalez, W Lopez, P Rodriguez
Corrosion 49 (12), 1004-1010, 1993
771993
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
712022
Spatio-temporal pain recognition in cnn-based super-resolved facial images
M Bellantonio, MA Haque, P Rodriguez, K Nasrollahi, T Telve, S Escalera, ...
Video Analytics. Face and Facial Expression Recognition and Audience …, 2017
662017
Continual learning via local module composition
O Ostapenko, P Rodriguez, M Caccia, L Charlin
Advances in Neural Information Processing Systems 34, 30298-30312, 2021
582021
Data augmentation for intent classification with off-the-shelf large language models
G Sahu, P Rodriguez, IH Laradji, P Atighehchian, D Vazquez, ...
arXiv preprint arXiv:2204.01959, 2022
552022
Beyond trivial counterfactual explanations with diverse valuable explanations
P Rodriguez, M Caccia, A Lacoste, L Zamparo, I Laradji, L Charlin, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
522021
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