Masanori Koyama

DiffusionBlocks: Block-wise Neural Network Training via Diffusion Interpretation

C-Voting: Confidence-Based Test-Time Voting without Explicit Energy Functions

Recurrent model for Sequential reasoning

Pairwise Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model

Flow matching achieves almost minimax optimal convergence

Inter-Environmental World Modeling for Continuous and Compositional Dynamics

Extended Flow Matching : a Method of Conditional Generation with Generalized Continuity Equation