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Bayesian generative models can now estimate densities without invertible transformations, achieving state-of-the-art performance by adaptively focusing computation.
RETRACE achieves a 7% boost in patch verification accuracy by independently reconstructing and reconciling the problem and solution, ensuring coding agents generate reliable fixes.