Julio Hurtado

37 papers A* 3A 1C 1Journal 23Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
\textsc{PGO-BEN}: Proxy-Guided Orthogonalization and Beta Ensembling for Few-Shot Domain-Incremental Learning.
Trans. Mach. Learn. Res.
Samrat Mukherjee, Thivyanth Venkateswaran, Eric Nuertey Coleman, Luigi Quarantiello, Julio Hurtado, Vincenzo Lomonaco, Gemma Roig, Subhasis Chaudhuri, Biplab Banerjee
2025 J jnl
Continually learn to map visual concepts to language models in resource-constrained environments.
Neurocomputing
Clea Rebillard, Julio Hurtado, Andrii Krutsylo, Lucia C. Passaro, Vincenzo Lomonaco
2025 A* conf
Data Distributional Properties As Inductive Bias for Systematic Generalization.
CVPR
Felipe del Río, Alain Raymond-Saez, Daniel Florea, Rodrigo Toro Icarte, Julio Hurtado, Cristian Buc Calderon, Alvaro Soto
2025 J jnl
Data Distributional Properties As Inductive Bias for Systematic Generalization.
CoRR
Felipe del Río, Alain Raymond-Saez, Daniel Florea, Rodrigo Toro Icarte, Julio Hurtado, Cristian Buc Calderon, Álvaro Soto
2025 J jnl
HAM: Hierarchical Adapter Merging for Scalable Continual Learning.
CoRR
Eric Nuertey Coleman, Luigi Quarantiello, Samrat Mukherjee, Julio Hurtado, Vincenzo Lomonaco
2025 J jnl
Parameter-Efficient Continual Fine-Tuning: A Survey.
CoRR
Eric Nuertey Coleman, Luigi Quarantiello, Ziyue Liu, Qinwen Yang, Samrat Mukherjee, Julio Hurtado, Vincenzo Lomonaco
2025 A conf
Performance-Efficiency Trade-off for Fashion Image Retrieval.
ECAI
Julio Hurtado, Haoran Ni, Duygu Sap, Connor Mattinson, Martin Lotz
2025 J jnl
Performance-Efficiency Trade-off for Fashion Image Retrieval.
CoRR
Julio Hurtado, Haoran Ni, Duygu Sap, Connor Mattinson, Martin Lotz
2024 J jnl
Adaptive Hyperparameter Optimization for Continual Learning Scenarios.
CoRR
Rudy Semola, Julio Hurtado, Vincenzo Lomonaco, Davide Bacciu
2024 J jnl
Continually Learn to Map Visual Concepts to Large Language Models in Resource-constrained Environments.
CoRR
Clea Rebillard, Julio Hurtado, Andrii Krutsylo, Lucia C. Passaro, Vincenzo Lomonaco
2024 J jnl
Gradient-based inference of abstract task representations for generalization in neural networks.
CoRR
Ali Hummos, Felipe del Río, Brabeeba Mien Wang, Julio Hurtado, Cristian Buc Calderon, Guangyu Robert Yang
2024 — conf
In-Context Interference In Chat-Based Large Language Models.
ERF (1)
Eric Nuertey Coleman, Julio Hurtado, Vincenzo Lomonaco
2023 — conf
A Comprehensive Empirical Evaluation on Online Continual Learning.
ICCV (Workshops)
Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Vincenzo Lomonaco, Joost van de Weijer, Hamed Hemati
2023 J jnl
A Comprehensive Empirical Evaluation on Online Continual Learning.
CoRR
Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Vincenzo Lomonaco, Joost van de Weijer, Hamed Hemati
2023 — conf
Adaptive Hyperparameter Optimization for Continual Learning Scenarios.
CLAI Unconf
Rudy Semola, Julio Hurtado, Vincenzo Lomonaco, Davide Bacciu
2023 — conf
Class-Incremental Learning with Repetition.
CoLLAs
Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth
2023 J jnl
Class-Incremental Learning with Repetition.
CoRR
Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth
2023 J jnl
Continual Learning for Predictive Maintenance: Overview and Challenges.
CoRR
Julio Hurtado, Dario Salvati, Rudy Semola, Mattia Bosio, Vincenzo Lomonaco
2023 J jnl
Continual learning for predictive maintenance: Overview and challenges.
Intell. Syst. Appl.
Julio Hurtado, Dario Salvati, Rudy Semola, Mattia Bosio, Vincenzo Lomonaco
2023 J jnl
In-context Interference in Chat-based Large Language Models.
CoRR
Eric Nuertey Coleman, Julio Hurtado, Vincenzo Lomonaco
2023 — conf
Memory Population in Continual Learning via Outlier Elimination.
ICCV (Workshops)
Julio Hurtado, Alain Raymond-Saez, Vladimir Araujo, Vincenzo Lomonaco, Alvaro Soto, Davide Bacciu
2023 A* conf
PIVOT: Prompting for Video Continual Learning.
CVPR
Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem
2023 J jnl
Studying Generalization on Memory-Based Methods in Continual Learning.
CoRR
Felipe del Río, Julio Hurtado, Cristian Buc, Alvaro Soto, Vincenzo Lomonaco
2022 J jnl
A Study on the Predictability of Sample Learning Consistency.
CoRR
Alain Raymond-Saez, Julio Hurtado, Alvaro Soto
2022 — conf
Entropy-based Stability-Plasticity for Lifelong Learning.
CVPR Workshops
Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
2022 J jnl
Entropy-based Stability-Plasticity for Lifelong Learning.
CoRR
Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
2022 — conf
How Relevant is Selective Memory Population in Lifelong Language Learning?
AACL/IJCNLP (2)
Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
2022 J jnl
How Relevant is Selective Memory Population in Lifelong Language Learning?
CoRR
Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
2022 J jnl
It's all About Consistency: A Study on Memory Composition for Replay-Based Methods in Continual Learning.
CoRR
Julio Hurtado, Alain Raymond-Saez, Vladimir Araujo, Vincenzo Lomonaco, Davide Bacciu
2022 J jnl
PIVOT: Prompting for Video Continual Learning.
CoRR
Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem
2021 A* conf
Optimizing Reusable Knowledge for Continual Learning via Metalearning.
NeurIPS
Julio Hurtado, Alain Raymond-Saez, Alvaro Soto
2021 J jnl
Optimizing Reusable Knowledge for Continual Learning via Metalearning.
CoRR
Julio Hurtado, Alain Raymond-Saez, Alvaro Soto
2021 J jnl
Overcoming Catastrophic Forgetting Using Sparse Coding and Meta Learning.
IEEE Access
Julio Hurtado, Hans Lobel, Alvaro Soto
2021 J jnl
Sequoia: A Software Framework to Unify Continual Learning Research.
CoRR
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
2019 — conf
Claim Behavior over Time in Twitter.
HCI (13)
Fernanda Weiss, Ignacio Espinoza, Julio Hurtado, Marcelo Mendoza
2017 — conf
Design and Implementation of an Energy Monitoring System for Buildings Based on Internet of Things Architecture.
WEA
Edgar Villa, Julio Hurtado, José Luis Villa
2016 C conf
Boosting SpLSA for Text Classification.
CIARP
Julio Hurtado, Marcelo Mendoza, Ricardo Ñanculef