Lists (6)
adversarial attacks & defenses
useful repos on adversarial attacks, defenses and various benchmarksData-Loading
Useful repo to increase data loading and augmentation speed in pytorchGANs
useful repos on GANsgenerative transformers
a collection of repositories for image-generation with transformers and vq-vae/vq-gan autoencodersGPTs
Repos with reproduction of various transformer models and related stuffNVAE
contains the repo of the official NVAE implementation, as well as other useful repositoriesStars
Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"
Mutual Information Neural Estimation in Pytorch
[ICML'23] StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"
Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"
Open Images is a dataset of ~9 million images that have been annotated with image-level labels and bounding boxes spanning thousands of classes.
Implementation of Information Bottleneck with Mutual Information Neural Estimation (MINE)
TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
š¦ Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
A Pytorch implementation of Stylegan2 with UNet Discriminator
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
Official implementation for "Style Transformer for Image Inversion and Editing" (CVPR 2022)
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
The simplest, fastest repository for training/finetuning medium-sized GPTs.
Neural Networks: Zero to Hero
FreeAskInternet is a completely free, PRIVATE and LOCALLY running search aggregator & answer generate using MULTI LLMs, without GPU needed. The user can ask a question and the system will make a muā¦
Repo for our CVPR Paper: Watch your Up-Convolution: CNN Based Generative Deep Neural Networks areFailing to Reproduce Spectral Distributions
About Official implementation of "Manifold Projection for Adversarial Defense on Face Recognition".
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
Accessible large language models via k-bit quantization for PyTorch.
Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766
Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
Unofficial implementation of "SODA: Bottleneck Diffusion Models for Representation Learning"