deep-

There are 2 repositories under deep- topic.

• infocusp / diffusion_models

  Minimal standalone example of diffusion model

  deep-artificial-intelligencebayesiandiffusion-modeldiffusion-modelsmachine-learning
  Language:Jupyter Notebook 155

• reds-lab / Narcissus

  The official implementation of the CCS'23 paper, Narcissus clean-label backdoor attack -- only takes THREE images to poison a face recognition dataset in a clean-label way and achieves a 99.89% attack success rate.

  deep-adversarial-attacksadversarial-machine-learningai-securitybackdoor-attackspoisoning-attacks
  Language:Python 101

• naayem / Medical-CT-Segmentation-DeepLearning

  A repository containing deep learning models and evaluation methods for enhancing medical image segmentation in Computed Tomography (CT) scans, with a focus on U-Net variants, nnUNet, and Swin-UNet architectures.

  ct-scansdeep-dkfzimage-segmentationmaster-thesismedical-imagingmedical-researchnvidia
  Language:Python 4

• guangyaodou / ConMU

  Breaking the Trilemma of Privacy, Utility, Efficiency via Controllable Machine Unlearning

  data-privacydeep-machine-unlearningtrustworthy-ai
  Language:Python 3

• connorcl / genetic-simulation

  A cross-platform, multi-threaded population simulation in which organisms make decisions using a neural network and evolve through horizontal gene transfer, replication and mutation

  deep-deep-neugenetic-algorithmsimulation
  Language:C++ 1

• lordzuko / probabilistic-deep-learning

  Code for various probabilistic deep learning models

  deep-hpcjaxmulti-gpu-trainingprobabilistic-modelspytorchpytorch-lightningslurm-cluster
  Language:Jupyter Notebook 0

• SCBenson / ReinforcementLearning

  Single-Agent Deep-Q Learning: Exploratory versus Greedy polices for the traversal of a randomly generated 2-D labyrinth.

  deep-deep-reinforcement-learning
  Language:Python

• sobhanshukueian / GAN

  Simple generative adversarial network implementation using pytorch on MNIST dataset.

  deep-gangenerative-adversarial-networkmnist-ganpytorch-gan
  Language:Jupyter Notebook