Ke-Wen Pan

Discrete Diffusion Models via Evolving Variational Autoregressive Networks

Conventional score-based diffusion models learn scores without representing normalized densities, whereas tractable normalized models support both sampling and direct likelihood evaluation. A recent tensor-network approach provides such a representation but is largely restricted to low-dimensional lattices. Here we int...