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A

Andrea Cossu

university of pisa

12H-index
57Paper Count
535Citation Count
Published Papers 11
Publication Date
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A practical guide to streaming continual learning
errNeurocomputing
IF6.5
err2026-02-03
err0
PREAI
errAndrea Cossu; Federico Giannini; Giacomo Ziffer; Alessio Bernardo; Alexander Gepperth; Emanuele Della Valle; Barbara Hammer; Davide Bacciu
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errSave
Direct Feedback Alignment for Recurrent Neural Networks
errHIGH PERFORMANCE COMPUTING WORKSHOPS, ISC HIGH PERFORMANCE 2025 INTERNATIONAL WORKSHOPS
IF0
err2026-01-01
err0
PREAI
errFolchini, Sara; Cossu, Andrea; Ceni, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; Gallicchio, Claudio
errShare
errSave
Enhancing randomized recurrent neural networks with explainable attribution methods
errNeurocomputing
IF6.5
err2025-12-03
err0
PREAI
errFrancesco Spinnato; Andrea Ceni; Andrea Cossu; Riccardo Guidotti; Claudio Gallicchio; Davide Bacciu
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errSave
Equity in neuromuscular research: a 20-year analysis of race, ethnicity, sex, and age representation
errJournal of Neurology
IF4.6
err2025-06-30
err0
PREAI
errLorenzo Fontanelli; Gabriele Vadi; Gabriele Bellini; Andrea Cossu; Gabriele Siciliano
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errSave
Streaming Continual Learning for Unified Adaptive Intelligence in Dynamic Environments
errIEEE INTELLIGENT SYSTEMS
IF6.1
err2024-11-01
err0
PREAI
errGiannini, Federico; Ziffer, Giacomo; Cossu, Andrea; Lomonaco, Vincenzo
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errSave
Continual pre-training mitigates forgetting in language and vision
errNEURAL NETWORKS
IF6.3
err2024-11-01
err1
errOAAI
errCossu, Andrea; Carta, Antonio; Passaro, Lucia; Lomonaco, Vincenzo; Tuytelaars, Tinne; Bacciu, Davide
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errSave
Drifting explanations in continual learning
errNEUROCOMPUTING
IF6.5
err2024-09-01
err1
errOAAI
errCossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide
errShare
errSave
Projected Latent Distillation for Data-Agnostic Consolidation in distributed continual learning
errNEUROCOMPUTING
IF6.5
err2024-09-01
err1
errOAAI
errCarta, Antonio; Cossu, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; van de Weijer, Joost
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errSave
Is Class-Incremental Enough for Continual Learning?
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2022-03-24
err10
errOAAI
errCossu, Andrea; Graffieti, Gabriele; Pellegrini, Lorenzo; Maltoni, Davide; Bacciu, Davide; Carta, Antonio; Lomonaco, Vincenzo
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errSave
Catastrophic Forgetting in Deep Graph Networks: A Graph Classification Benchmark
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2022-02-04
err2
errOAAI
errCarta, Antonio; Cossu, Andrea; Errica, Federico; Bacciu, Davide
errShare
errSave
Continual learning for recurrent neural networks: An empirical evaluation
errNEURAL NETWORKS
IF6.3
err2021-11-01
err84
errOAAI
errCossu, Andrea; Carta, Antonio; Lomonaco, Vincenzo; Bacciu, Davide
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
G
Gabriele Siciliano
H-index: 72 · Papers: 804
T
Tinne Tuytelaars
H-index: 69 · Papers: 527
J
Joost van de Weijer
H-index: 59 · Papers: 320
D
Davide Maltoni
H-index: 48 · Papers: 235
B
Barbara Hammer
H-index: 43 · Papers: 743
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