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cs.LG2026
Renormalization Group Flow Matching for Scalable Local Generative Modeling
Kanta Masuki, Yuto Ashida
Despite their remarkable success in modeling complex data, generative models face a fundamental tradeoff. Global approaches can capture full structural coherence but suffer from hi…
quant-ph2026
Quantum Computational Resources and Conformal Field Theory: Unifying Spins, Bosons, and Fermions
Ryota Matsuda, Masahiro Hoshino, Yuto Ashida
Characterizing a quantum state through the lens of quantum resources provides an information-theoretic perspective on many-body systems. While quantum entanglement serves as the pa…