huyvnphan / PyTorch_CIFAR10

Related projects ⓘ

Alternatives and complementary repositories for PyTorch_CIFAR10

• chenyaofo / pytorch-cifar-models
  Pretrained models on CIFAR10/100 in PyTorch
  ☆312Updated last year
• akamaster / pytorch_resnet_cifar10
  Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
  ☆1,223Updated 4 months ago
• MadryLab / robustness
  A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
  ☆917Updated 9 months ago
• RobustBench / robustbench
  RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]
  ☆665Updated this week
• tjmoon0104 / pytorch-tiny-imagenet
  pytorch-tiny-imagenet
  ☆164Updated 11 months ago
• hendrycks / robustness
  Corruption and Perturbation Robustness (ICLR 2019)
  ☆1,019Updated 2 years ago
• bmsookim / wide-resnet.pytorch
  Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch
  ☆462Updated 4 years ago
• yaodongyu / TRADES
  TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
  ☆518Updated last year
• ylsung / pytorch-adversarial-training
  PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.
  ☆243Updated 4 years ago
• BorealisAI / advertorch
  A Toolbox for Adversarial Robustness Research
  ☆1,305Updated last year
• MadryLab / cifar10_challenge
  A challenge to explore adversarial robustness of neural networks on CIFAR10.
  ☆489Updated 3 years ago
• fra31 / auto-attack
  Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
  ☆656Updated 5 months ago
• locuslab / fast_adversarial
  [ICLR 2020] A repository for extremely fast adversarial training using FGSM
  ☆431Updated 3 months ago
• locuslab / smoothing
  Provable adversarial robustness at ImageNet scale
  ☆366Updated 5 years ago
• P2333 / Papers-of-Robust-ML
  Related papers for robust machine learning
  ☆564Updated last year
• kentaroy47 / vision-transformers-cifar10
  Let's train vision transformers (ViT) for cifar 10!
  ☆535Updated 3 weeks ago
• ndb796 / Pytorch-Adversarial-Training-CIFAR
  This repository provides simple PyTorch implementations for adversarial training methods on CIFAR-10.
  ☆154Updated 3 years ago
• bearpaw / pytorch-classification
  Classification with PyTorch.
  ☆1,690Updated 4 months ago
• fastai / imagenette
  A smaller subset of 10 easily classified classes from Imagenet, and a little more French
  ☆979Updated 2 years ago
• BayesWatch / cinic-10
  A drop-in replacement for CIFAR-10.
  ☆235Updated 3 years ago
• amirgholami / PyHessian
  PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
  ☆685Updated 6 months ago
• chengyangfu / pytorch-vgg-cifar10
  This is the PyTorch implementation of VGG network trained on CIFAR10 dataset
  ☆346Updated 5 years ago
• tjmoon0104 / Tiny-ImageNet-Classifier
  Tiny-ImageNet Classifier using Pytorch
  ☆83Updated 6 years ago
• facebookresearch / mixup-cifar10
  mixup: Beyond Empirical Risk Minimization
  ☆1,169Updated 3 years ago
• MadryLab / mnist_challenge
  A challenge to explore adversarial robustness of neural networks on MNIST.
  ☆733Updated 2 years ago
• NVlabs / DeepInversion
  Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)
  ☆486Updated last year
• weiaicunzai / Bag_of_Tricks_for_Image_Classification_with_Convolutional_Neural_Networks
  experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…
  ☆714Updated 5 years ago
• thu-ml / ares
  A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
  ☆483Updated last year
• yuanli2333 / CKA-Centered-Kernel-Alignment
  Reproduce CKA: Similarity of Neural Network Representations Revisited
  ☆287Updated 4 years ago