Jingbin He

ScalingCache: Extreme Acceleration of DiTs through Difference Scaling and Dynamic Interval Caching

Diffusion Transformers (DiTs) have emerged as powerful generative models, but their iterative denoising structure and deep transformer blocks incur substantial computational overhead, limiting the accessibility and practical deployment of high-quality video generation. To address this bottleneck, we…