Pinned Repositories
bib_converter
Tool to convert LaTeX citation keys when switching from one bib library to another (where keys don't match)
DECAF
DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
deep_generative_ensemble
DenoisingDiffusionProbabilityModel-ddpm-
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.
DOMIAS
DOMIAS, a density-based MIA model that aims to infer membership by targeting local overfitting of the generative model.
gans
Various GANs for playing around
k-diffusion
Karras et al. (2022) diffusion models for PyTorch
latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
lora-pytorch
Simple but robust implementation of LoRA for PyTorch. Compatible with NLP, CV, and other model types. Strongly typed and tested.
synthcity
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
bvanbreugel's Repositories
bvanbreugel/deep_generative_ensemble
bvanbreugel/bib_converter
Tool to convert LaTeX citation keys when switching from one bib library to another (where keys don't match)
bvanbreugel/DECAF
DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
bvanbreugel/DenoisingDiffusionProbabilityModel-ddpm-
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.
bvanbreugel/DOMIAS
DOMIAS, a density-based MIA model that aims to infer membership by targeting local overfitting of the generative model.
bvanbreugel/gans
Various GANs for playing around
bvanbreugel/k-diffusion
Karras et al. (2022) diffusion models for PyTorch
bvanbreugel/latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
bvanbreugel/lora-pytorch
Simple but robust implementation of LoRA for PyTorch. Compatible with NLP, CV, and other model types. Strongly typed and tested.
bvanbreugel/synthcity
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
bvanbreugel/NLP_masters_project
Code base used for NLP project 2020.
bvanbreugel/pytorch_resnet_cifar10
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
bvanbreugel/tab-ddpm