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  1. aliasing-tumor-boundaries aliasing-tumor-boundaries Public

    Quantifying Nyquist-Shannon violations in CNN segmentation encoders and recovering clinical tumor boundary precision (+17.1% BF1) using BlurPool anti-aliasing. Statistically validated on BraTS 2021…

    Python 2

  2. spectral-aliasing-cnns spectral-aliasing-cnns Public

    A spectral analysis framework for studying aliasing in strided CNNs. Defines the Alias Violation Ratio (AVR) and Shift Instability Score (SIS) to quantify Nyquist violations and their relationship …

    Python 7

  3. sparse-signal-toolkit sparse-signal-toolkit Public

    From-scratch DSP implementations investigating FFT optimization, compressed sensing, and spectral analysis. Achieves 8x speedup and <5% reconstruction error with comprehensive testing.

    Python 2