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cs.CV2026
Why Convolution Still Matters: Evaluating Inductive Biases in Cryospheric Image Classification
Chhaya Kulkarni, Emam Hossain
Recent advances in attention-based deep learning have motivated their adoption for remote sensing image classification; however, their benefits for cryospheric imagery, where surfa…
cs.CV2026
Evaluating Zone-Guided Front Extraction for Glacier Calving-Front Delineation in SAR Imagery
Chhaya Kulkarni, Emam Hossain
Automatic calving-front delineation from synthetic aperture radar imagery is challenging because the front is a thin and often ambiguous boundary between glacier ice, ocean, and su…