Search Results for author: Takeshi Koshizuka

Found 2 papers, 1 papers with code

Initialization Bias of Fourier Neural Operator: Revisiting the Edge of Chaos

no code implementations10 Oct 2023 Takeshi Koshizuka, Masahiro Fujisawa, Yusuke Tanaka, Issei Sato

Building upon this observation, we also propose an edge of chaos initialization scheme for FNO to mitigate the negative initialization bias leading to training instability.

Neural Lagrangian Schrödinger Bridge: Diffusion Modeling for Population Dynamics

1 code implementation11 Apr 2022 Takeshi Koshizuka, Issei Sato

Population dynamics is the study of temporal and spatial variation in the size of populations of organisms and is a major part of population ecology.

Cannot find the paper you are looking for? You can Submit a new open access paper.