Koichi Tojo

1. Coupling-based Invertible Neural Networks Are Universal Diffeomorphism Approximators
   2020/06/20 by Takeshi Teshima, Teshima, Takeshi, Isao Ishikawa +9 · 5 citations
   Computer Science · Physics and Astronomy · #Classical Analysis and ODEs (math.CA) #Differential Geometry (math.DG) #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
2. Universal approximation property of invertible neural networks
   2022/04/15 by Isao Ishikawa, Takeshi Teshima, Ishikawa, Isao +9 · 3 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
3. Universal Approximation Property of Neural Ordinary Differential Equations
   2020/12/04 by Takeshi Teshima, Koichi Tojo, Teshima, Takeshi +7 · 2 citations
   Computer Science · Physics and Astronomy · #Differential Geometry (math.DG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications