Domain adaptation with an ensemble of CNN and transformer models trained on DES detects 20,180 LSBGs and 434 UDGs in KiDS DR5, with structural parameters and environmental trends consistent with known samples.
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2 Pith papers cite this work. Polarity classification is still indexing.
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astro-ph.GA 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
KiDS-selected LSBG candidates are confirmed as genuine low surface brightness galaxies, predominantly red with median B-band central surface brightness 24.55 mag arcsec^{-2} and Sersic index distributions peaking near 0.7 across bands.
citing papers explorer
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From DES to KiDS: Domain adaptation for cross-survey detection of low-surface-brightness galaxies
Domain adaptation with an ensemble of CNN and transformer models trained on DES detects 20,180 LSBGs and 434 UDGs in KiDS DR5, with structural parameters and environmental trends consistent with known samples.
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Multi-band Structural Analysis of KiDS-selected Low Surface Brightness Galaxies with Hyper Suprime-Cam Imaging
KiDS-selected LSBG candidates are confirmed as genuine low surface brightness galaxies, predominantly red with median B-band central surface brightness 24.55 mag arcsec^{-2} and Sersic index distributions peaking near 0.7 across bands.