2 papers
cs.AI2026
A transformer architecture alteration to incentivise externalised reasoning
Elizabeth Pavlova, Mariia Koroliuk, Karthik Viswanathan +3
We propose a new architectural change, and post-training pipeline, for making LLMs more verbose reasoners by teaching a model to truncate forward passes early. We augment an existi…
cs.CV2025
Diffusion models under low-noise regime
Elizabeth Pavlova, Xue-Xin Wei
Recent work on diffusion models proposed that they operate in two regimes: memorization, in which models reproduce their training data, and generalization, in which they generate n…