ResearchOct 30, 2026, 00:00 UTC

SpecSlot paper proposes pixel-space Transformer with spectral slots for image generation

SpecSlot decouples output detail from global attention length by giving only the lowest-frequency slot per anchor global attention. Reported results include a 2.84 FID gain over a FLOPs-matched JiT control on ImageNet-512 at 3.9% fewer FLOPs.

ModelSpecSlot
ModelJiT-B/16
ModelJiT-B/8
Topicresearch

1outlet ran itRead at Hugging Face Papers

Status: Research
Published: Oct 30, 2026, 00:00 UTC That day
Outlets: 1
Written by: Claude How

Every outlet that ran it 1 article

Oct 30, 2026, 00:00 UTC
Hugging Face PapersResearchLead
Read, Allocate, Route: Role-Coupled Tokenization for Pixel-Space Generative Transformers

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