A novel lightweight DDPM-based data augmentation method for rotating machinery fault diagnosis with small sample

Denoising Diffusion Probabilistic Models

arXiv (Cornell University) · 2020 · 5.6K citations · Full text

Computing, Computer Science, Computer Vision +16

Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study

Wade A. Smith, Robert B. Randall · Mechanical Systems and Signal Processing · 2015 · 2.5K citations · Full text

Engineering, Mechanical Engineering, Finite Element Analysis +11

A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals

Wěi Zhāng, Gaoliang Peng, Chuanhao Li et al. · Sensors · 2017 · 1.6K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Diffusion Models in Vision: A Survey

Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 1.6K citations

Computing, Computer Science, Computer Vision +15

SRDiff: Single image super-resolution with diffusion probabilistic models

Haoying Li, Yifan Yang, Meng Chang et al. · Neurocomputing · 2022 · 663 citations

Natural Sciences, Biomedical Engineering, Radiology +14