Read, Allocate, Route: Role-Coupled Tokenization for Pixel-Space Generative Transformers

In 30 Sekunden

Was passiert ist

SpecSlot, a pixel-space Transformer that separates low-frequency and high-frequency image components to reduce global attention cost while maintaining detail.

Warum es zählt

Relevant for engineers building efficient image generation models who need faster inference and lower computational cost without sacrificing output quality.

Achtung

Paper is under review at ICLR 2027 and not yet peer-reviewed; comparisons are against specific baselines and may not generalize to all model architectures.