Ruiyi Zhan

TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models

Diffusion models have achieved remarkable success in the image and video generation tasks. Nevertheless, they often require a large amount of memory and time overhead during inference, due to the complex network architecture and considerable number of timesteps for iterative diffusion. Recently, the…