Quantum-Enhanced Temporal Embeddings via a Hybrid Seq2Seq Architecture

Tien-Ching Hsieh, Yun-Cheng Tsai, Samuel Yen-Chi Chen

This work investigates how shallow, NISQ-compatible quantum layers can improve temporal representation learning in real-world sequential data. We develop a QLSTM Seq2Seq autoencode…