Brayan Monroy (@bemc22.bsky.social)

🔉New paper "Generalized Recorrupted-to-Recorrupted" 🔉 with @bemc22.bsky.social and Jorge Bacca - Generalizes R2R self-supervised loss for noise belonging to the exponential family. - Shows asymptotic equivalence with SURE. paper: arxiv.org/abs/2412.04648 code: github.com/bemc22/Gener...

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Generalized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise Recorrupted-to-Recorrupted (R2R) has emerged as a methodology for training deep networks for image restoration in a self-supervised manner from noisy measurement data alone, demonstrating equivalence ... https://arxiv.org/abs/2412.04648