Understanding Diffusion Models by Feynman's Path Integral. - Yuji Hirono; Akinori Tanaka; Kenji Fukushima (ICML, 2024)

Unification of Symmetries Inside Neural Networks: Transformer, Feedforward and Neural ODE. - Koji Hashimoto; Yuji Hirono; Akiyoshi Sannai (CoRR, 2024)

Data-driven discovery of self-similarity using neural networks. - Ryota Watanabe; Takanori Ishii; Yuji Hirono; Hirokazu Maruoka (CoRR, 2024)

Neural network representation of quantum systems. - Koji Hashimoto; Yuji Hirono; Jun Maeda; Jojiro Totsuka-Yoshinaka (Mach. Learn. Sci. Technol., 2024)