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School of Statistics and Data Science, LEBPS, KLMDASR, NITFID, Nankai University
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Single-model 3D Gaussian Splatting can match the calibrated uncertainty bounds of a 10-model ensemble at 280 FPS simply by factorizing spatial rendering geometry from view-dependent difficulty under a conformal framework.
SAM's impressive segmentation abilities don't directly translate to scientific imaging, but a novel adaptation strategy unlocks its potential for high-precision landslide detection from noisy radar data.
