davidbau / dissectLinks
Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"
☆304Updated 4 years ago
Alternatives and similar repositories for dissect
Users that are interested in dissect are comparing it to the libraries listed below
Sorting:
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆347Updated 4 years ago
- Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)☆517Updated 3 weeks ago
- ☆328Updated 2 months ago
- Full-gradient saliency maps☆212Updated 2 years ago
- A new test set for ImageNet☆255Updated 2 years ago
- Light version of Network Dissection for Quantifying Interpretability of Networks☆217Updated 6 years ago
- Understanding Training Dynamics of Deep ReLU Networks☆294Updated 2 months ago
- Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improv…☆799Updated 2 years ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆350Updated 2 months ago
- [CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.☆608Updated 2 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254Updated 2 years ago
- Implementation for the Lookahead Optimizer.☆241Updated 3 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆586Updated 3 years ago
- A drop-in replacement for CIFAR-10.☆241Updated 4 years ago
- Labels and other data for the paper "Are we done with ImageNet?"☆193Updated 3 years ago
- Code for "Learning Perceptually-Aligned Representations via Adversarial Robustness"☆160Updated 5 years ago
- ☆351Updated 5 years ago
- ☆182Updated 2 years ago
- ImageNet-Sketch data set for evaluating model's ability in learning (out-of-domain) semantics at ImageNet scale☆219Updated 3 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆400Updated 5 years ago
- Official Implementation of "The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement" (ECCV 2020 Spotlight)☆207Updated 3 years ago
- A script that applies the AdaIN style transfer method to arbitrary datasets☆159Updated 4 years ago
- A PyTorch converter for SimCLR checkpoints☆108Updated 4 years ago
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆267Updated 3 years ago
- Pretrained bag-of-local-features neural networks☆313Updated 5 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆540Updated 3 years ago
- ☆141Updated 4 years ago
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆423Updated 2 years ago
- A pytorch implementation of our jacobian regularizer to encourage learning representations more robust to input perturbations.☆128Updated last year
- Notebooks for reproducing the paper "Computer Vision with a Single (Robust) Classifier"☆128Updated 5 years ago