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quant-ph2026
End-to-End Neural and Quantum Transcoding for Compressed Latent Representation under Channel Noise
Hyunho Cha, Wonjung Kim, Jungwoo Lee
Recent advancements in quantum computing highlight the need for efficient encoding of classical data into quantum states to ensure robust quantum information processing. Traditiona…
quant-ph2025
Scalable bayesian shadow tomography for quantum property estimation with set transformers
Hyunho Cha, Wonjung Kim, Jungwoo Lee
A scalable Bayesian machine learning framework is introduced for estimating scalar properties of an unknown quantum state from measurement data, which bypasses full density matrix…