Concepedia

Andrea Cossu

AC

12

Publications

419

Citations

11

H-Index

2020

Active since

Affiliations

University of Pisa(Current)

Scuola Normale Superiore

University of Bologna

Andrea Cossu is an author at University of Pisa specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningArtificial IntelligenceContinual Learning (Lifelong Deep Learning)Learning AnalyticsComputer EngineeringMemory

Publications per year

2020–2024

12

Publications

12

Avalanche: An end-to-end library for continual learning

Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu et al. · CINECA IRIS Institutial research information system (University of Pisa) · 2021 · 120 citations · Full text

Artificial Intelligence, Continual Learning, Incremental Learning +14

Continual learning for recurrent neural networks: An empirical evaluation

Andrea Cossu, Antonio Carta, Vincenzo Lomonaco et al. · Neural Networks · 2021 · 118 citations · Full text

Continual Learning, Incremental Learning, Engineering +5

Sample Condensation in Online Continual Learning

Mattia Sangermano, Antonio Carta, Andrea Cossu et al. · 2022 International Joint Conference on Neural Networks (IJCNN) · 2022 · 32 citations

Artificial Intelligence, Incremental Learning, Engineering +17

Continual Learning with Gated Incremental Memories for sequential data processing

Andrea Cossu, Antonio Carta, Davide Bacciu · 2020 · 27 citations · Full text

Artificial Intelligence, Continual Learning, Incremental Learning +14

Continual pre-training mitigates forgetting in language and vision

Andrea Cossu, Antonio Carta, Lucia Passaro et al. · Neural Networks · 2024 · 23 citations · Full text

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