Jonas Geiping

Principal Researcher, ELLIS Institute Tübingen

1 paper at NeurIPS 2025

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Poster Session 5

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

#3615 Spotlight · Jonas Geiping, Sean Michael McLeish, Neel Jain, John Kirchenbauer, Siddharth Singh, Brian R. Bartoldson, Bhavya Kailkhura, Abhinav Bhatele, Tom Goldstein

We show that recurrent-depth transformers can be scaled to be effective language models, with particularly strong gains through additional compute for reasoning tasks.