PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization

Prithvijit Chattopadhyay, Kartik Sarangmath, Vivek Vijaykumar +1

Synthetic data offers the promise of cheap and bountiful training data for settings where labeled real-world data is scarce. However, models trained on synthetic data significantly…