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Schrödinger bridge-type diffusion models as an extension of variational autoencoders

Kentaro Kaba1,*, Reo Shimizu2, Masayuki Ohzeki1,2,3,4, and Yuki Sughiyama2

  • 1Department of Physics, Institute of Science Tokyo, Meguro-ku, Tokyo 152-9551, Japan
  • 2Graduate School of Information Sciences, Tohoku University, Sendai, Miyagi 980-9564, Japan
  • 3Research and Education Institute for Semiconductors and Informatics, Kumamoto University, Kumamoto, Kumamoto 860-8555, Japan
  • 4Sigma-i Co., Ltd., Minato-ku, Tokyo 108-0075, Japan

  • *Contact author: kaba.k.df05@m.isct.ac.jp

Population Annealing as a Discrete-Time Schrödinger Bridge

Masayuki Ohzeki

J. Phys. Soc. Jpn. 95 063001 (2026)

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