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Works (14)

A Comprehensive Empirical Evaluation on Online Continual Learning

Workshop on Visual Continual Learning - ICCV
2023 | Journal article
Contributors: Carta, Antonio; Cossu, Andrea; Hurtado, Julio; Lomonaco, Vincenzo; Van de Weijer, Joost; Hemati, Hamed; others
Source: Self-asserted source
Julio Hurtado

Class-Incremental Learning with Repetition

Workshop on Continual Learning in Computer Vision - CVPR.
2023 | Journal article
Contributors: Hemati, Hamed; Cossu, Andrea; Carta, Antonio; Hurtado, Julio; Pellegrini, Lorenzo; Bacciu, Davide; Lomonaco, Vincenzo; Borth, Damian
Source: Self-asserted source
Julio Hurtado

Pivot: Prompting for video continual learning

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
2023 | Conference paper
Contributors: Villa, Andrés; Alcázar, Juan León; Alfarra, Motasem; Alhamoud, Kumail; Hurtado, Julio; Heilbron, Fabian Caba; Soto, Alvaro; Ghanem, Bernard
Source: Self-asserted source
Julio Hurtado

Populating memory in Continual Learning with Consistency Aware Sampling

Workshop on Visual Continual Learning - ICCV
2023 | Journal article
Contributors: Hurtado, Julio; Raymond, Alain; Araujo, Vladimir; Lomonaco, Vincenzo; Soto, Alvaro; Bacciu, Davide
Source: Self-asserted source
Julio Hurtado

Studying Generalization on Memory-Based Methods in Continual Learning

The Second Workshop on Spurious Correlations, Invariance and Stability - ICML
2023 | Journal article
Contributors: del Rio, Felipe; Hurtado, Julio; Buc, Cristian; Soto, Alvaro; Lomonaco, Vincenzo
Source: Self-asserted source
Julio Hurtado

Continual learning for predictive maintenance: Overview and challenges

Intelligent Systems with Applications
2023-09 | Journal article
DOI: 10.1016/j.iswa.2023.200251
Contributors: Julio Hurtado; Dario Salvati; Rudy Semola; Mattia Bosio; Vincenzo Lomonaco
Source: check_circle
Crossref

A Study on the Predictability of Sample Learning Consistency

LatinX in AI Workshop - ICML
2022 | Journal article
Contributors: Raymond-Saez, Alain; Hurtado, Julio; Soto, Alvaro
Source: Self-asserted source
Julio Hurtado

Entropy-based stability-plasticity for lifelong learning

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
2022 | Conference paper
Contributors: Araujo, Vladimir; Hurtado, Julio; Soto, Alvaro; Moens, Marie-Francine
Source: Self-asserted source
Julio Hurtado

How Relevant is Selective Memory Population in Lifelong Language Learning?

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing
2022 | Conference paper
Contributors: Araujo, Vladimir; Balabin, Helena; Hurtado, Julio; Soto, Álvaro; Moens, Marie Francine
Source: Self-asserted source
Julio Hurtado

Optimizing reusable knowledge for continual learning via metalearning

Advances in Neural Information Processing Systems
2021 | Journal article
Contributors: Hurtado, Julio; Raymond, Alain; Soto, Alvaro
Source: Self-asserted source
Julio Hurtado

Overcoming Catastrophic Forgetting Using Sparse Coding and Meta Learning

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3090672
Contributors: Julio Hurtado; Hans Lobel; Alvaro Soto
Source: check_circle
Crossref

Sequoia: A software framework to unify continual learning research

Workshop on Continual Learning in Computer Vision - CVPR
2021 | Journal article
Contributors: Normandin, Fabrice; Golemo, Florian; Ostapenko, Oleksiy; Rodriguez, Pau; Riemer, Matthew D; Hurtado, Julio; Khetarpal, Khimya; Lindeborg, Ryan; Cecchi, Lucas; Lesort, Timothée et al.
Source: Self-asserted source
Julio Hurtado

Claim Behavior over Time in Twitter

Social Computing and Social Media. Design, Human Behavior and Analytics: 11th International Conference, SCSM 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26-31, 2019, Proceedings, Part I 21
2019 | Conference paper
Contributors: Weiss, Fernanda; Espinoza, Ignacio; Hurtado, Julio; Mendoza, Marcelo
Source: Self-asserted source
Julio Hurtado

Boosting splsa for text classification

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8--11, 2016, Proceedings 21
2017 | Conference paper
Contributors: Hurtado, Julio; Mendoza, Marcelo; Ñanculef, Ricardo
Source: Self-asserted source
Julio Hurtado
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