SerezD
Follow
Lists (7)
adversarial benchmarks
useful repos on adversarial attacks and defensesadversarial purification
a collection of methods for Adversarial Purification using AutoEncoder based methodsData-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
TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
🦁 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 simple Lightning Memory-Mapped Database (LMDB) converter for ImageFolder datasets in PyTorch. Using LMDB over a regular file structure improves I/O performance significantly. Works on both Window…
st4cks1defl0w / hcvq
Forked from AntixK/PyTorch-VAEHomology-constrained vector quantization
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 mu…
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".
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in Pytorch
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"
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
Official Jax Implementation of MaskGIT
Taming Transformers for High-Resolution Image Synthesis
Track emissions from Compute and recommend ways to reduce their impact on the environment.
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.