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Dhia-naouali/README.md

currently experiemnting with latent representations and SSL recipes on niche modalities

Dhia naouali profile views


a compilation of what I ejoy working on / learning about

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  1. kornia/kornia kornia/kornia Public

    🐍 Geometric Computer Vision Library for Spatial AI

    Python 10.8k 1.1k

  2. GANs-Gallery GANs-Gallery Public

    conducting ablation study on most common Generative Adversarial Netwroks in literature on cat faces [DCGAN, WGAN-GP, SAGAN, RAGAN, StyleGAN, ...]

    Python 3

  3. Tickling-Vision-Models Tickling-Vision-Models Public

    performing mechanistic interpretability on inceptionV1, from linear prob and sparse direction maximization to adversarial and ciruict patching & ablation

    Python 2

  4. dinov3-jax dinov3-jax Public

    unofficial JAX implementation of DINOv3, translated in full from the original Meta PyTroch reference implementation (Meta please don't sue me)

    Python 16

  5. Home-Made-CNN Home-Made-CNN Public

    CUDA Accelerated Convolutional Neural Network + XAI implementation from scratch (without Pytorch/ Tensorflow)

    Jupyter Notebook 6 1

  6. pytorch/pytorch pytorch/pytorch Public

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Python 95.1k 25.9k