SRC-Flow: Compact Semantic Representations Enable Normalizing Flows for Image Generation 事件

SRC-Flow: Compact Semantic Representations Enable Normalizing Flows for Image Generation arXiv:2605.18267v2 Announce Type: replace Abstract: Normalizing flows (NFs) provide exact likelihoods and deterministic invertible sampling, but have historically lagged behind diffusion models for large-scale image generation. We identify a key obstacle: NFs are required to learn a single invertible transport over the full ambient space, making them highly sensitive to high-dimensional representations. Thi