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  1. Finetuned-and-autoprompted-SAM-model-for-field-boundary-delineation Finetuned-and-autoprompted-SAM-model-for-field-boundary-delineation Public

    To do the edge detection for crop field with Sentinel-2 images. We proposed a SAM-based model with finetuned mask decoder and Deeplabv3-based prompt encoder which provide low-resolution crop field …

    Jupyter Notebook 6

  2. Stability-and-Generalization-Analysis-of-Stochastic-Gradient-Descent-with-Delays Stability-and-Generalization-Analysis-of-Stochastic-Gradient-Descent-with-Delays Public

    This repository is the implementation of the section numerical experiments of paper "Stability and Generalization Analysis of Stochastic Gradient Descent with Delays."

    Python 3

  3. Generalization-SNNs Generalization-SNNs Public

    Numerical Results for paper "Towards Initialization-dependent and Non-vacuous Generalization Bounds for Overparameterized Shallow Neural Networks"

    Python 2

  4. Towards-the-Applications-of-Matrix-Based-Entropy-in-Neural-Networks Towards-the-Applications-of-Matrix-Based-Entropy-in-Neural-Networks Public

    Projects: Towards-the-Applications-of-Matrix-Based-Entropy-in-Neural-Networks

    Python 1