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20222026
most citedExploring the Power of Generative Deep Learning for Image-to-Image Translation and MRI Reconstruction: A Cross-Domain Review

1 citations · 2 across the 16 of their papers we have counts for

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cond-mat.stat-mech2026

Cross-Spectral Witness for Hidden Nonequilibrium Beyond the Scalar Ceiling

Yuda Bi, Vince D Calhoun

Partial observation is a pervasive obstacle in nonequilibrium physics: coarse graining may absorb hidden forcing into an apparently equilibrium-like reduced description, so a drive…

cond-mat.stat-mech2026

Timescale Coalescence Makes Hidden Persistent Forcing Spectrally Dark

Yuda Bi, Chenyu Zhang, Vince D Calhoun

Under coarse observation, unresolved slow forcing can remain dynamically active yet locally invisible to reduced spectral inference. For a solvable driven AR benchmark, the lo…

astro-ph.CO2026

A Bell Experiment in an Entangled Universe

Pablo Tejerina-Pérez, Daniele Bertacca, Raul Jimenez +1

We propose a possible quantum signature of the early Universe that could lead to observational imprints of the quantum nature of the inflationary period. Graviton production from t…

cs.LG2026

Grokking as a Falsifiable Finite-Size Transition

Yuda Bi, Chenyu Zhang, Qiheng Wang +1

Grokking -- the delayed onset of generalization after early memorization -- is often described with phase-transition language, but that claim has lacked falsifiable finite-size inp…

q-fin.CP2026

Conditioning on a Volatility Proxy Compresses the Apparent Timescale of Collective Market Correlation

Yuda Bi, Vince D Calhoun

We address the attribution problem for apparent slow collective dynamics: is the observed persistence intrinsic, or inherited from a persistent driver? For the leading eigenvalue f…

cs.LG2026

Reservoir Subspace Injection for Online ICA under Top-n Whitening

Wenjun Xiao, Yuda Bi, Vince D Calhoun

Reservoir expansion can improve online independent component analysis (ICA) under nonlinear mixing, yet top- whitening may discard injected features. We formalize this bottlenec…

cs.LG2026

A 1/R Law for Kurtosis Contrast in Balanced Mixtures

Yuda Bi, Wenjun Xiao, Linhao Bai +1

Kurtosis-based Independent Component Analysis (ICA) weakens in wide, balanced mixtures. We prove a sharp redundancy law: for a standardized projection with effective width $R_{\mat…