hmdolatabadi

BackdoorBox

The open-sourced Python toolbox for backdoor attacks and defenses.

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

PyHessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

distrax

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

poisoning-benchmark

A unified benchmark problem for data poisoning attacks

CP-Flow

Convex potential flows

fast_adversarial

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

code-and-blog

Some small scale experiments for my blog posts 📝

NuX

Normalizing Flows using JAX

NICE-GAN-pytorch

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

survae_flows

Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

JEM

Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"

papers

I categorize, annotate and write comments for all research papers I read (410+ papers since 2018).

pytorch-fid

Compute FID scores with PyTorch.

TTUR

Two time-scale update rule for training GANs

pytorch-examples

Simple examples to introduce PyTorch

deep-image-prior

Image restoration with neural networks but without learning.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

wae

Wasserstein Auto-Encoders

RAdam

On the Variance of the Adaptive Learning Rate and Beyond

BNAF

Pytorch implementation of Block Neural Autoregressive Flow

sylvester-flows

normalizing-flows

Understanding normalizing flows

Normalizing_Flows

Implementation of Normalizing flows on MNIST https://arxiv.org/abs/1505.05770

normalizing_flows

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

variational-inference-with-normalizing-flows

Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)

augmented-neural-odes

Pytorch implementation of Augmented Neural ODEs :sunflower:

Keras_ODENet

Implementation of (2018) Neural Ordinary Differential Equations on Keras