Kawata, Ryotaro

1. Direct Distributional Optimization for Provable Alignment of Diffusion Models
   2025/02/05 by Ryotaro Kawata, Kazusato Oko, Kawata, Ryotaro +5 · 1 citation
   Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topology Optimization in Engineering
2. When Does Metadata Conditioning (NOT) Work for Language Model Pre-Training? A Study with Context-Free Grammars
   2025/04/24 by Higuchi, Rei, Ryotaro Kawata, Kawata, Ryotaro +16 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling