Research · 1 November 2026
ResearchSpecSlot Introduces Role‑Coupled Tokenization for Efficient Pixel‑Space Generative Transformers
The authors present SpecSlot, a pixel‑space rectified‑flow Transformer that decouples low‑frequency global exchange from high‑frequency local detail, reducing token count needed for fine detail.
Why it matters
Benchmark upcoming image generation features against SpecSlot’s token efficiency; users may expect higher detail without increased compute.
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