2 papers
cs.CV2026
1.x-Distill: Breaking the Diversity, Quality, and Efficiency Barrier in Distribution Matching Distillation
Haoyu Li, Tingyan Wen, Lin Qi +6
Diffusion models produce high-quality text-to-image results, but their iterative denoising is computationally expensive.Distribution Matching Distillation (DMD) emerges as a promis…
cs.CV2025
No Cache Left Idle: Accelerating diffusion model via Extreme-slimming Caching
Tingyan Wen, Haoyu Li, Yihuang Chen +3
Diffusion models achieve remarkable generative quality, but computational overhead scales with step count, model depth, and sequence length. Feature caching is effective since adja…