Unsupervised Feature Extraction and Reconstruction Using Parameterized Quantum Circuits

Li-An Lo, Li-Yi Hsu, En-Jui Kuo

Autoencoders are fundamental tools in classical computing for unsupervised feature extraction, dimensionality reduction, and generative learning. The Quantum Autoencoder (QAE), int…