Pau Rodríguez
Pau Rodríguez
Element AI, ELLIS member
Verified email at elementai.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
4712018
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, 2017
1672017
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
932017
Beyond one-hot encoding: Lower dimensional target embedding
P Rodríguez, MA Bautista, J Gonzalez, S Escalera
Image and Vision Computing 75, 21-31, 2018
712018
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
642017
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 …, 2016
402016
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
272018
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, 2020
25*2020
Embedding propagation: Smoother manifold for few-shot classification
P Rodríguez, I Laradji, A Drouin, A Lacoste
European Conference on Computer Vision, 121-138, 2020
242020
PRAXIS: Towards automatic cognitive assessment using gesture recognition
F Negin, P Rodriguez, M Koperski, A Kerboua, J Gonzŕlez, J Bourgeois, ...
Expert systems with applications 106, 21-35, 2018
242018
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
192019
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
14*2021
A painless attention mechanism for convolutional neural networks
P Rodríguez, G Cucurull, J Gonzŕlez, JM Gonfaus, X Roca
62018
Deep inference of personality traits by integrating image and word use in social networks
G Cucurull, P Rodríguez, VO Yazici, JM Gonfaus, FX Roca, J Gonzŕlez
arXiv preprint arXiv:1802.06757, 2018
62018
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
42021
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions
V Lomonaco, L Pellegrini, P Rodriguez, M Caccia, Q She, Y Chen, ...
arXiv preprint arXiv:2009.09929, 2020
42020
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
42020
Looc: Localize overlapping objects with count supervision
IH Laradji, R Pardinas, P Rodriguez, D Vazquez
2020 IEEE International Conference on Image Processing (ICIP), 2316-2320, 2020
32020
Can Active Learning Preemptively Mitigate Fairness Issues?
F Branchaud-Charron, P Atighehchian, P Rodríguez, G Abuhamad, ...
arXiv preprint arXiv:2104.06879, 2021
12021
Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations
P Rodriguez, M Caccia, A Lacoste, L Zamparo, I Laradji, L Charlin, ...
arXiv preprint arXiv:2103.10226, 2021
12021
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Articles 1–20