Author

When Does Metadata Conditioning (NOT) Work for Language Model Pre-Training? A Study with Context-Free Grammars

COLM2025

By : Rei Higuchi, Ryotaro Kawata, Naoki Nishikawa, Kazusato Oko, Shoichiro Yamaguchi, Sosuke Kobayashi, Seiya Tokui, Kohei Hayashi, Daisuke Okanohara, Taiji Suzuki

Evaluating the Variance of Likelihood-Ratio Gradient Estimators

ICML 2017

By : Seiya Tokui, Issei Sato

Learning Discrete Representations via Information Maximizing Self-Augmented Training

ICML 2017

By : Weihua Hu, Takeru Miyato, Seiya Tokui, Eiichi Matsumoto, Masashi Sugiyama

Deep Learning Implementations and Frameworks

AAAI 2017 Tutorial

By : Seiya Tokui, Kenta Oono, Atsunori Kanemura