Amap Tech
Jul 11, 2025 · Artificial Intelligence
Unified Self‑Supervised Pretraining Accelerates Image Generation and Improves Understanding
The USP framework introduces masked latent modeling within a VAE space to pre‑train ViT encoders, enabling seamless weight transfer to both image classification, segmentation, and diffusion‑based generation tasks, dramatically speeding up DiT and SiT models while preserving strong visual representations.
Diffusion ModelsImage GenerationVAE
0 likes · 13 min read