ICCV2025

DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space
We present DC-AE 1.5, a new family of deep compression autoencoders for high-resolution diffusion models. Increasing the autoencoder’s …
DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer
We introduce DC-AR, a novel masked autoregressive (AR) text-to-image generation framework that delivers superior image generation …
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
This paper presents SANA-Sprint, an efficient diffusion model for ultra-fast text-to-image (T2I) generation. SANA-Sprint is built on a …
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SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation