Anna Vettoruzzo

16 papers A* 1A 1B 2Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — —
Advancing Meta-Learning for Enhanced Generalization Across Diverse Tasks
Anna Vettoruzzo
2025 B conf
Bridging Spatial and Temporal Contexts: Sparse Transfer Learning.
IDA
Daniel Persson, William Wahlberg, Anna Vettoruzzo, Slawomir Nowaczyk
2025 J jnl
Efficient few-shot human activity recognition via meta-learning and data augmentation.
Neural Comput. Appl.
Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Thorsteinn S. Rögnvaldsson
2025 J jnl
Meta-Learning Transformers to Improve In-Context Generalization.
CoRR
Lorenzo Braccaioli, Anna Vettoruzzo, Prabhant Singh, Joaquin Vanschoren, Mohamed-Rafik Bouguelia, Nicola Conci
2025 — ed.
Proceedings of Swedish AI Society Workshop 2025 (SAIS 2025), Halmstad, Sweden, 16-17 June 2025.
SAIS
Slawomir Nowaczyk, Anna Vettoruzzo
2025 A* conf
Unsupervised Meta-Learning via In-Context Learning.
ICLR
Anna Vettoruzzo, Lorenzo Braccaioli, Joaquin Vanschoren, Marlena Nowaczyk
2024 J jnl
Advances and Challenges in Meta-Learning: A Technical Review.
IEEE Trans. Pattern Anal. Mach. Intell.
Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Joaquin Vanschoren, Thorsteinn S. Rögnvaldsson, KC Santosh
2024 J jnl
Learning to Learn without Forgetting using Attention.
CoRR
Anna Vettoruzzo, Joaquin Vanschoren, Mohamed-Rafik Bouguelia, Thorsteinn S. Rögnvaldsson
2024 — conf
Learning to learn without forgetting using attention.
CoLLAs
Anna Vettoruzzo, Joaquin Vanschoren, Mohamed-Rafik Bouguelia, Thorsteinn S. Rögnvaldsson
2024 J jnl
Meta-learning for efficient unsupervised domain adaptation.
Neurocomputing
Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Thorsteinn S. Rögnvaldsson
2024 J jnl
Multimodal meta-learning through meta-learned task representations.
Neural Comput. Appl.
Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Thorsteinn S. Rögnvaldsson
2024 A conf
Personalized Federated Learning with Contextual Modulation and Meta-Learning.
SDM
Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Thorsteinn S. Rögnvaldsson
2024 J jnl
Unsupervised Meta-Learning via In-Context Learning.
CoRR
Anna Vettoruzzo, Lorenzo Braccaioli, Joaquin Vanschoren, Marlena Nowaczyk
2023 J jnl
Advances and Challenges in Meta-Learning: A Technical Review.
CoRR
Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Joaquin Vanschoren, Thorsteinn S. Rögnvaldsson, KC Santosh
2023 B conf
Meta-Learning from Multimodal Task Distributions Using Multiple Sets of Meta-Parameters.
IJCNN
Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Thorsteinn S. Rögnvaldsson
2023 J jnl
Personalized Federated Learning with Contextual Modulation and Meta-Learning.
CoRR
Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Thorsteinn S. Rögnvaldsson