Flow map denoisers use a lookahead parameter t to span the distortion-perception frontier, proven optimal for Gaussian targets and effective for natural images and inverse problems.
arXiv preprint arXiv:2503.08915 , year=
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2representative citing papers
PEFD recovers fine spectral details without ground truth by exploiting projective geometry and adapting foundation models, nearing supervised performance on surgical and automotive data.
citing papers explorer
-
Perspective-Equivariant Fine-tuning for Multispectral Demosaicing without Ground Truth
PEFD recovers fine spectral details without ground truth by exploiting projective geometry and adapting foundation models, nearing supervised performance on surgical and automotive data.