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Julio Hurtado
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2020 – today
- 2024
- [i16]Rudy Semola, Julio Hurtado, Vincenzo Lomonaco, Davide Bacciu:
Adaptive Hyperparameter Optimization for Continual Learning Scenarios. CoRR abs/2403.07015 (2024) - [i15]Mario Lezoche, Luis Freddy Muñoz Sanabria, César A. Collazos, Diego Torres, Vanessa Agredo, Pablo H. Ruiz, Julio Hurtado:
Decisioning Workshop 2023. CoRR abs/2404.05495 (2024) - [i14]Clea Rebillard, Julio Hurtado, Andrii Krutsylo
, Lucia C. Passaro, Vincenzo Lomonaco:
Continually Learn to Map Visual Concepts to Large Language Models in Resource-constrained Environments. CoRR abs/2407.08279 (2024) - [i13]Ali Hummos, Felipe del Río, Brabeeba Mien Wang, Julio Hurtado, Cristian Buc Calderon, Guangyu Robert Yang:
Gradient-based inference of abstract task representations for generalization in neural networks. CoRR abs/2407.17356 (2024) - 2023
- [j2]Julio Hurtado
Continual learning for predictive maintenance: Overview and challenges. Intell. Syst. Appl. 19: 200251 (2023) - [c11]Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth:
Class-Incremental Learning with Repetition. CoLLAs 2023: 437-455 - [c10]Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem
PIVOT: Prompting for Video Continual Learning. CVPR 2023: 24214-24223 - [c9]Vanessa Agredo Delgado
Scenarios, Shared Understanding, and Group Decision Support to Foster Innovation Networks. HCI-COLLAB 2023: 271-285 - [c8]Julio Hurtado, Alain Raymond-Saez, Vladimir Araujo, Vincenzo Lomonaco, Alvaro Soto, Davide Bacciu:
Memory Population in Continual Learning via Outlier Elimination. ICCV (Workshops) 2023: 3473-3482 - [c7]Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu
A Comprehensive Empirical Evaluation on Online Continual Learning. ICCV (Workshops) 2023: 3510-3520 - [i12]Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth:
Class-Incremental Learning with Repetition. CoRR abs/2301.11396 (2023) - [i11]Julio Hurtado, Dario Salvati, Rudy Semola, Mattia Bosio, Vincenzo Lomonaco:
Continual Learning for Predictive Maintenance: Overview and Challenges. CoRR abs/2301.12467 (2023) - [i10]Felipe del Río, Julio Hurtado, Cristian Buc, Alvaro Soto, Vincenzo Lomonaco:
Studying Generalization on Memory-Based Methods in Continual Learning. CoRR abs/2306.09890 (2023) - [i9]Albin Soutif-Cormerais, Antonio Carta
A Comprehensive Empirical Evaluation on Online Continual Learning. CoRR abs/2308.10328 (2023) - [i8]Eric Nuertey Coleman, Julio Hurtado, Vincenzo Lomonaco:
In-context Interference in Chat-based Large Language Models. CoRR abs/2309.12727 (2023) - 2022
- [c6]Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens:
Entropy-based Stability-Plasticity for Lifelong Learning. CVPR Workshops 2022: 3720-3727 - [c5]Vladimir Araujo
How Relevant is Selective Memory Population in Lifelong Language Learning? AACL/IJCNLP (2) 2022: 154-160 - [i7]Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens:
Entropy-based Stability-Plasticity for Lifelong Learning. CoRR abs/2204.09517 (2022) - [i6]Julio Hurtado, Alain Raymond-Saez, Vladimir Araujo, Vincenzo Lomonaco, Davide Bacciu:
It's all About Consistency: A Study on Memory Composition for Replay-Based Methods in Continual Learning. CoRR abs/2207.01145 (2022) - [i5]Alain Raymond-Saez, Julio Hurtado, Alvaro Soto:
A Study on the Predictability of Sample Learning Consistency. CoRR abs/2207.03571 (2022) - [i4]Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens:
How Relevant is Selective Memory Population in Lifelong Language Learning? CoRR abs/2210.00940 (2022) - [i3]Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem:
PIVOT: Prompting for Video Continual Learning. CoRR abs/2212.04842 (2022) - 2021
- [j1]Julio Hurtado
Overcoming Catastrophic Forgetting Using Sparse Coding and Meta Learning. IEEE Access 9: 88279-88290 (2021) - [c4]Julio Hurtado, Alain Raymond-Saez, Alvaro Soto:
Optimizing Reusable Knowledge for Continual Learning via Metalearning. NeurIPS 2021: 14150-14162 - [i2]Julio Hurtado, Alain Raymond-Saez, Alvaro Soto:
Optimizing Reusable Knowledge for Continual Learning via Metalearning. CoRR abs/2106.05390 (2021) - [i1]Fabrice Normandin, Florian Golemo, Oleksiy Ostapenko, Pau Rodríguez, Matthew D. Riemer, Julio Hurtado, Khimya Khetarpal, Dominic Zhao, Ryan Lindeborg, Timothée Lesort, Laurent Charlin, Irina Rish, Massimo Caccia:
Sequoia: A Software Framework to Unify Continual Learning Research. CoRR abs/2108.01005 (2021)
2010 – 2019
- 2019
- [c3]Fernanda Weiss, Ignacio Espinoza, Julio Hurtado, Marcelo Mendoza
Claim Behavior over Time in Twitter. HCI (13) 2019: 468-479 - 2017
- [c2]Edgar Villa, Julio Hurtado, José Luis Villa:
Design and Implementation of an Energy Monitoring System for Buildings Based on Internet of Things Architecture. WEA 2017: 339-348 - 2016
- [c1]Julio Hurtado, Marcelo Mendoza
Boosting SpLSA for Text Classification. CIARP 2016: 142-149
Coauthor Index
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last updated on 2024-10-07 21:23 CEST by the dblp team
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