Masafumi Oyamada

Learning Deliberately, Acting Intuitively: Unlocking Test-Time Reasoning in Multimodal LLMs

Mining Hidden Thoughts from Texts: Evaluating Continual Pretraining with Synthetic Data for LLM Reasoning

Best-of-Infinity: Asymptotic Performance of Test-Time LLM Ensembling

Can a Crow Hatch a Falcon? Lineage Matters in Predicting Large Language Model Performance

DISC: Dynamic Decomposition Improves LLM Inference Scaling