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Chimera achieves 7.3x compute efficiency over traditional models while enabling zero-shot extrapolation from short video clips to significantly longer sequences.
Calibrated uncertainty in Gaussian splatting CT can dramatically improve reconstruction accuracy, outperforming existing methods in ranking true error across diverse view scenarios.
Smaller models can significantly enhance the training of larger models by providing structured exploration signals that improve performance without the noise of traditional methods.