quant-ph · 2026-08-10 · No. 80
Quantum Physics, 2026-08-10.
1 new papers in quant-ph. Titles, authors,
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01 — The papers
1 entries-
01
Investigating Quantum-Embedded Transformers on Classical Datasets for Cross-Modality Classification
Hao-Yuan Chen
quant-ph · cs.AI
We test whether a parameterized quantum circuit (PQC) improves a hybrid quantum-classical model's performance on classical datasets, using an interface-matched classical map as the control while holding all other components fixed. Our architecture, Quantum-Embedded Attention (QEA), uses a learnable projector to compress backbone features into an $n_q$-dimensional angle vector, a shallow PQC to map those angles to one- and two-qubit Pauli...
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