Julio Hurtado

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 29

Top Topics

Competence Development

Top Venues

ICCV (Workshops)

Intell. Syst. Appl.

Publications

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 (2024)
Mario Lezoche, Luis Freddy Muñoz Sanabria, César A. Collazos, Diego Torres, Vanessa Agredo, Pablo H. Ruiz, Julio Hurtado
Decisioning Workshop 2023. CoRR (2024)
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 (2024)
Rudy Semola, Julio Hurtado, Vincenzo Lomonaco, Davide Bacciu
Adaptive Hyperparameter Optimization for Continual Learning Scenarios. CoRR (2024)
Julio Hurtado, Dario Salvati, Rudy Semola, Mattia Bosio, Vincenzo Lomonaco
Continual learning for predictive maintenance: Overview and challenges. Intell. Syst. Appl. 19 (2023)
Julio Hurtado, Dario Salvati, Rudy Semola, Mattia Bosio, Vincenzo Lomonaco
Continual Learning for Predictive Maintenance: Overview and Challenges. CoRR (2023)
Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth
Class-Incremental Learning with Repetition. CoLLAs (2023)
Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Vincenzo Lomonaco, Joost van de Weijer, Hamed Hemati
A Comprehensive Empirical Evaluation on Online Continual Learning. CoRR (2023)
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)
Vanessa Agredo Delgado, Leandro Antonelli, César A. Collazos, Alejandro Fernández, Pascale Zaraté, Guy Camilleri, Julio Hurtado, Mario Lezoche, Regina Motz, Hervé Panetto, Diego Torres
Scenarios, Shared Understanding, and Group Decision Support to Foster Innovation Networks. HCI-COLLAB (2023)
Eric Nuertey Coleman, Julio Hurtado, Vincenzo Lomonaco
In-context Interference in Chat-based Large Language Models. CoRR (2023)
Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Vincenzo Lomonaco, Joost van de Weijer, Hamed Hemati
A Comprehensive Empirical Evaluation on Online Continual Learning. ICCV (Workshops) (2023)
Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth
Class-Incremental Learning with Repetition. CoRR (2023)
Julio Hurtado, Alain Raymond-Saez, Vladimir Araujo, Vincenzo Lomonaco, Alvaro Soto, Davide Bacciu
Memory Population in Continual Learning via Outlier Elimination. ICCV (Workshops) (2023)
Felipe del Río, Julio Hurtado, Cristian Buc, Alvaro Soto, Vincenzo Lomonaco
Studying Generalization on Memory-Based Methods in Continual Learning. CoRR (2023)
Alain Raymond-Saez, Julio Hurtado, Alvaro Soto
A Study on the Predictability of Sample Learning Consistency. CoRR (2022)
Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
Entropy-based Stability-Plasticity for Lifelong Learning. CVPR Workshops (2022)
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 (2022)
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 (2022)
Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
Entropy-based Stability-Plasticity for Lifelong Learning. CoRR (2022)
Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
How Relevant is Selective Memory Population in Lifelong Language Learning? AACL/IJCNLP (2) (2022)
Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
How Relevant is Selective Memory Population in Lifelong Language Learning? CoRR (2022)
Julio Hurtado, Hans Lobel, Alvaro Soto
Overcoming Catastrophic Forgetting Using Sparse Coding and Meta Learning. IEEE Access 9 (2021)
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 (2021)
Julio Hurtado, Alain Raymond-Saez, Alvaro Soto
Optimizing Reusable Knowledge for Continual Learning via Metalearning. CoRR (2021)
Julio Hurtado, Alain Raymond-Saez, Alvaro Soto
Optimizing Reusable Knowledge for Continual Learning via Metalearning. NeurIPS (2021)
Fernanda Weiss, Ignacio Espinoza, Julio Hurtado, Marcelo Mendoza
Claim Behavior over Time in Twitter. HCI (13) (2019)
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)
Julio Hurtado, Marcelo Mendoza, Ricardo Ñanculef
Boosting SpLSA for Text Classification. CIARP (2016)