Alessio Bernardo

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Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)Training Efficiency & Optimization (1)

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Andrea Cossu (1)Federico Giannini (1)Giacomo Ziffer (1)Alexander Gepperth (1)

Papers (1)

Mar 2, 2026

University of PisaMar 2, 2026·also PoliMi

A Practical Guide to Streaming Continual Learning

Forget juggling CL and SML separately—Streaming Continual Learning (SCL) offers a single framework for rapid adaptation *and* knowledge retention in dynamic environments.

Andrea Cossu, Federico Giannini, Giacomo Ziffer +5

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing Training Efficiency & Optimization

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Alessio Bernardo

Research focus

Frequent co-authors

Papers (1)