Deepanshi Sharma

Unified Adaptive Quantization and Representation-Aware Caching for Diffusion Models

Diffusion models achieve strong performance in generative modeling but incur high memory and computational costs due to large model parameters and iterative denoising procedures, limiting deployment in resource-constrained environments. This paper presents a unified framework to improving inference latency and memory e...