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Julio Hurtado
Julio Hurtado
Phd PUC Chile, Innovation Research Associate CAMaCS
Verified email at uc.cl - Homepage
Title
Cited by
Cited by
Year
Optimizing reusable knowledge for continual learning via metalearning
J Hurtado, A Raymond, A Soto
Advances in Neural Information Processing Systems 34, 14150-14162, 2021
312021
Pivot: Prompting for video continual learning
A Villa, JL Alcázar, M Alfarra, K Alhamoud, J Hurtado, FC Heilbron, A Soto, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
292023
Sequoia: A software framework to unify continual learning research
F Normandin, F Golemo, O Ostapenko, P Rodriguez, MD Riemer, ...
arXiv preprint arXiv:2108.01005, 2021
172021
Continual learning for predictive maintenance: Overview and challenges
J Hurtado, D Salvati, R Semola, M Bosio, V Lomonaco
Intelligent Systems with Applications, 200251, 2023
162023
Entropy-based stability-plasticity for lifelong learning
V Araujo, J Hurtado, A Soto, MF Moens
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
142022
Overcoming catastrophic forgetting using sparse coding and meta learning
J Hurtado, H Lobel, A Soto
IEEE Access 9, 88279-88290, 2021
102021
A comprehensive empirical evaluation on online continual learning
A Soutif-Cormerais, A Carta, A Cossu, J Hurtado, V Lomonaco, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
9*2023
Class-incremental learning with repetition
H Hemati, A Cossu, A Carta, J Hurtado, L Pellegrini, D Bacciu, ...
Conference on Lifelong Learning Agents, 437-455, 2023
62023
Memory Population in Continual Learning via Outlier Elimination
J Hurtado, A Raymond-Sáez, V Araujo, V Lomonaco, A Soto, D Bacciu
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
3*2023
How relevant is selective memory population in lifelong language learning?
V Araujo, H Balabin, J Hurtado, A Soto, MF Moens
arXiv preprint arXiv:2210.00940, 2022
32022
Sequoia-towards a systematic organization of continual learning research
F Normandin, F Golemo, O Ostapenko, M Riemer, P Rodriguez, J Hurtado, ...
Github repository, 2021
32021
Boosting SpLSA for Text Classification
J Hurtado, M Mendoza, R Ñanculef
Iberoamerican Congress on Pattern Recognition, 142-149, 2016
22016
Adaptive Hyperparameter Optimization for Continual Learning Scenarios
R Semola, J Hurtado, V Lomonaco, D Bacciu
arXiv preprint arXiv:2403.07015, 2024
12024
In-context Interference in Chat-based Large Language Models
EN Coleman, J Hurtado, V Lomonaco
arXiv preprint arXiv:2309.12727, 2023
12023
Studying Generalization on Memory-Based Methods in Continual Learning
F del Rio, J Hurtado, C Buc, A Soto, V Lomonaco
arXiv preprint arXiv:2306.09890, 2023
12023
Claim Behavior over Time in Twitter
F Weiss, I Espinoza, J Hurtado, M Mendoza
Social Computing and Social Media. Design, Human Behavior and Analytics …, 2019
12019
A Study on the Predictability of Sample Learning Consistency
A Raymond-Saez, J Hurtado, A Soto
arXiv preprint arXiv:2207.03571, 2022
2022
Augmenting deep learning models using continual and meta learning strategies
JA Hurtado González
2022
Catching the Long Tail in Deep Neural Networks
J Hurtado, A Raymond, A Soto
2020
Catastrophic Forgetting in Deep Learning
J Hurtado
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