Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models

1 code implementation • 7 Nov 2023 • Shengzhe Zhou, Zejian Lee, Shengyuan Zhang, Lefan Hou, Changyuan Yang, Guang Yang, Zhiyuan Yang, Lingyun Sun

Based on our analysis with bias-variance decomposition and experimental observations, we attribute the degradation to the spatial fitting error occurring in the training of both the teacher and student model.

Attribute Denoising +2

Exploring the Correlation Between Ultrasound Speed and the State of Health of LiFePO$_4$ Prismatic Cells

no code implementations • 13 Sep 2023 • Shengyuan Zhang, Peng Zuo, Xuesong Yin, Zheng Fan

We propose that the reduction of binder stiffness can be a primary cause of the change in ultrasonic speed during battery ageing.