2 papers
cs.CV2026
From Bands to Depth: Understanding Bathymetry Decisions on Sentinel-2
Satyaki Roy Chowdhury, Aswathnarayan Radhakrishnan, Hsiao Jou Hsu +2
Deploying Sentinel-2 satellite derived bathymetry (SDB) robustly across sites remains challenging. We analyze a Swin-Transformer based U-Net model (Swin-BathyUNet) to understand ho…
cs.LG2023
Enhancing Self-Training Methods
Aswathnarayan Radhakrishnan, Jim Davis, Zachary Rabin +3
Semi-supervised learning approaches train on small sets of labeled data along with large sets of unlabeled data. Self-training is a semi-supervised teacher-student approach that of…