Difeng Cai

AUTM flow: atomic unrestricted time machine for monotonic normalizing flows

Nonlinear monotone transformations are used extensively in normalizing flows to construct invertible triangular mappings from simple distributions to complex ones. In existing literature, monotonicity is usually enforced by restricting function classes or model parameters and the inverse transformat…