Three papers converge: looped computation boosts masked models without more parameters
Three converging papers suggest masked/diffusion language models can gain effective depth by reusing layers at inference time instead of scaling parameters, making looped models a rising research trend.
2026-09-05 ~ 2026-09-05 · 2 related posts
- Looped models converge: three papers reuse compute instead of adding parameters — LucaAmb · 2026-09-05
- Three papers converge: reuse layers, not parameters, to deepen masked diffusion LMs at inference — LucaAmb · 2026-09-05