Timo Bertram

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Reasoning & Chain-of-Thought (1)

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Richard Freinschlag (1)Erich Kobler (1)Andreas Mayr (1)Günter Klambauer (1)

Papers (1)

Mar 2, 2026

Richard Freinschlag +42w ago

Symbol-Equivariant Recurrent Reasoning Models

By baking in symbol equivariance, SE-RRMs solve Sudoku and ARC-AGI problems with far less data augmentation and fewer parameters than previous recurrent reasoning models.

Richard Freinschlag, Timo Bertram, Erich Kobler +2

Architecture Design (Transformers, SSMs, MoE)Reasoning & Chain-of-Thought

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Timo Bertram

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)