POLARIS is a new exoplanet imaging benchmark combining archival SPHERE/IRDIS polarimetric data with machine learning baselines, including a diffusion-enhanced contrastive method that classifies disk versus reference images with up to 93% accuracy.
Planetary Signatures in the SAO 206462 (HD 135344B) Disk: A Spiral Arm Passing through V ortex?The Astrophysical Journal, 819(2):134, March 2016
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POLARIS: A High-contrast Polarimetric Imaging Benchmark Dataset for Exoplanetary Disk Representation Learning
POLARIS is a new exoplanet imaging benchmark combining archival SPHERE/IRDIS polarimetric data with machine learning baselines, including a diffusion-enhanced contrastive method that classifies disk versus reference images with up to 93% accuracy.