Samuel Yen-Chi Chen

Robustness of Hybrid Classical-Quantum Transfer Learning Models Under Differential Privacy Constraints

We propose a hybrid classical-quantum transfer learning framework that combines a frozen pre-trained Vision Transformer (ViT) backbone with a trainable classifier head that can be instantiated either as a Parametrized Quantum Circuit (PQC) or a parameter-matched classical head, a...