Conditional Latent Diffusion-GAN for Synthetic CWT Generation and LiteFormer-based Fault Classification in Rotating Machinery

Ritabrata Chakraborty, T. Mian, P. Kundu
September 2025
Project
Type
Preprint
Publication
Manuscript in preparation for journal submission
Fault Diagnosis Synthetic Data Rotating Machinery Diffusion-GAN CWT Data Generation deep-learning Predictive Maintenance Denoising Diffusion
Ritabrata Chakraborty
Ritabrata Chakraborty
ML Intern

Research Engineer specializing in robotics, computer vision, and autonomous systems. Currently developing automated data annotation solutions with foundation models for autonomous vehicles at Uber.

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