DEFAR rectifies exposure bias in Flow Matching by treating bias signals as adaptive feedback for directional correction and low-frequency compensation, outperforming baselines on CIFAR-10, CelebA-64, and ImageNet.
arXiv preprint arXiv:2506.16119 (2025)
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Exposure Bias Can Alleviate Itself via Directional and Frequency Rectification in Flow Matching
DEFAR rectifies exposure bias in Flow Matching by treating bias signals as adaptive feedback for directional correction and low-frequency compensation, outperforming baselines on CIFAR-10, CelebA-64, and ImageNet.