_verified_ — Sicflics

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Estimate shot-noise scale α and read-noise σ_read per ISO from calibration frames. During training, add heteroscedastic Gaussian noise N(0, α*I + σ_read^2) to simulated measurements; include a Kullback–Leibler term forcing predicted noise map to match calibrated prior. sicflics

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