Armour / pytorch-nn-practiceLinks
💩 My pytorch neural network practice repo
☆51Updated 6 years ago
Alternatives and similar repositories for pytorch-nn-practice
Users that are interested in pytorch-nn-practice are comparing it to the libraries listed below
Sorting:
- A drop-in replacement for CIFAR-10.☆246Updated 4 years ago
- Scripts for Imagenet 32 dataset☆153Updated 4 years ago
- Pytorch implementation of convolutional neural network adversarial attack techniques☆360Updated 6 years ago
- Wide Residual Networks (WideResNets) in PyTorch☆343Updated 4 years ago
- Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem [CVPR 2019, oral]☆185Updated 6 years ago
- Light version of Network Dissection for Quantifying Interpretability of Networks☆218Updated 6 years ago
- Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch☆470Updated 5 years ago
- ☆182Updated 2 years ago
- ImageNet classifier with state-of-the-art adversarial robustness☆685Updated 5 years ago
- Exploring CNNs and model quantization on Caltech-256 dataset☆85Updated 7 years ago
- ☆226Updated 4 years ago
- ☆352Updated 5 years ago
- Pretrained bag-of-local-features neural networks☆314Updated 6 years ago
- Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)☆519Updated 3 months ago
- A plug-in replacement for DataLoader to load Imagenet disk-sequentially in PyTorch.☆239Updated 4 years ago
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆347Updated 5 years ago
- PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation☆338Updated 3 years ago
- Accompanying code for the paper "Zero-shot Knowledge Transfer via Adversarial Belief Matching"☆143Updated 5 years ago
- Full-gradient saliency maps☆212Updated 2 years ago
- Code for "Learning Perceptually-Aligned Representations via Adversarial Robustness"☆162Updated 5 years ago
- SmoothGrad implementation in PyTorch☆172Updated 4 years ago
- Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks, in ICCV 2019☆58Updated 5 years ago
- A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)☆273Updated 5 years ago
- 2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552☆553Updated 5 years ago
- Convert CIFAR-10 and CIFAR-100 datasets into PNG images☆143Updated last year
- Pytorch Implementation of recent visual attribution methods for model interpretability☆146Updated 5 years ago
- ConvNet training using pytorch☆348Updated 4 years ago
- 🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.☆105Updated 6 years ago
- Implementation for the paper (CVPR Oral): High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks☆241Updated 4 years ago
- Release of CIFAR-10.1, a new test set for CIFAR-10.☆223Updated 5 years ago