- AI · arxiv/cs.AI · 5 min
Frequency-Forcing: Guiding Image Generation via Soft Auxiliary Streams
A new approach to flow-matching models uses lightweight learnable wavelets to guide pixel generation toward coarse structure first, improving image synthesis without hard constraints.
April 25, 2026 Read → → - AI · arxiv/cs.AI · 4 min
Creo: Staged Image Generation Restores User Control
Multi-stage text-to-image system scaffolds creation from sketch to final output, letting users lock decisions and avoid premature commitment.
April 17, 2026 Read → →