Amin Ghiasi's repositories
BreakingCertifiableDefenses
Breaking Certifiable Defenses
ImageNet1KBoundingBoxes
Pytorch ImageNet1k Loader with Bounding Boxes.
robustness_applications
Notebooks for reproducing the paper "Computer Vision with a Single (Robust) Classifier"
CutMix-PyTorch
Official Pytorch implementation of CutMix regularizer
DeepLearningExamples
Deep Learning Examples
gpu-job-scheduler
Job scheduler for multi-gpu single machine system
pre-trained-adversarial-cifar-models
Adversarially pre-trained (free trained) Models for CIFAR10 and CIFAR100
torchaudio.dataset.ESC-50
Easy Pytorch TorchAudio ESC-50 Class
deep-image-prior
Image restoration with neural networks but without learning.
DeepInversion
Dreaming to distill: Data-free knowledge transfer via DeepInversion (CVPR 2020)
FeatureSonification
Feature Sonification of Automated Speech Recognition (ASR) Models such as Jasper
ImgConverter
Python runner to convert images in a folder!
InversionInitNoise
Cached MultiVariate Gaussian, Good for Model Inversion on ImageNet, All the credit goes to Madry's Implementations.
post--example
Example Distill article repository—clone, rename, start writing!
PublicModels
A GitHub Repo to share the Pre-Trained Models that I frequently use for my research
pytorch-cifar
95.16% on CIFAR10 with PyTorch
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
ShowcaseTest2
ShowcaseTest2
SimSiam-91.9-top1-acc-on-CIFAR10
Pytorch implementation of the paper Exploring Simple Siamese Representation Learning.