Kathrin Korte

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Publication activitypapers/week, last 8 weeks

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

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Joachim Winter Pedersen (1)Eleni Nisioti (1)Sebastian Risi (1)

Papers (1)

Apr 30, 2026

Kathrin Korte +33w ago

When Does Structure Matter in Continual Learning? Dimensionality Controls When Modularity Shapes Representational Geometry

Modular architectures in continual learning only matter when representational dimensionality is low, revealing that dimensionality acts as a key control knob for the benefits of structural separation.

Kathrin Korte, Joachim Winter Pedersen, Eleni Nisioti +1

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

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Kathrin Korte

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)