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  1. sigma-score-estimator sigma-score-estimator Public

    PyTorch framework for training ResNet models to estimate noise-level score gradient ∇_σ log p(x,σ) for adaptive noise scheduling in diffusion models

    Python 2

  2. cifar-noise-estimation cifar-noise-estimation Public

    Deep-learning pipeline that trains ResNet-18 to estimate Gaussian noise levels in CIFAR-10 images, featuring modular configs, unified CLI, and rich logging.

    Python 1

  3. mehdeh.github.io mehdeh.github.io Public

    Personal website

    HTML 1

  4. image-denoising-methods image-denoising-methods Public

    Python 1

  5. gaussian-intuition-lab gaussian-intuition-lab Public

    Exploring univariate and multivariate Gaussian distributions with notebooks, visualizations, and intuitive explanations.

    Jupyter Notebook 1

  6. edm-gradient-ascent-denoising edm-gradient-ascent-denoising Public

    Gradient ascent optimization for image denoising using pretrained EDM diffusion models. Iteratively refines noisy images by maximizing log probability through gradient ascent on CIFAR-10.

    Python 1