Abstract: Many applications in real-time signal, image, and video processing require automatic algorithms for rapid characterizations of signals and images through fast estimation of their underlying ...

For example ... num_step XXX with --flow_upper_steps XXX --flow_lower_steps 15 DiSA achieves approximately 1.5× speed-up on FlowAR-S and -L, while 2.5x on FlowAR-H. torchrun --nproc_per_node=4 \ ...

Abstract: In this paper, we propose a novel diffusion robust variable step-size least mean square (DRVSS-LMS) algorithm that is insensitive to impulsive noise for distributed estimation in the network ...