CSAILVision / NetDissect-LiteLinks
Light version of Network Dissection for Quantifying Interpretability of Networks
☆221Updated 6 years ago
Alternatives and similar repositories for NetDissect-Lite
Users that are interested in NetDissect-Lite are comparing it to the libraries listed below
Sorting:
- ☆353Updated 5 years ago
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆348Updated 5 years ago
- Pretrained bag-of-local-features neural networks☆315Updated 6 years ago
- ☆226Updated 5 years ago
- Pytorch Implementation of recent visual attribution methods for model interpretability☆146Updated 5 years ago
- Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem [CVPR 2019, oral]☆186Updated 6 years ago
- Scripts for Imagenet 32 dataset☆155Updated 4 years ago
- Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.☆454Updated 7 years ago
- Improving Consistency-Based Semi-Supervised Learning with Weight Averaging☆189Updated 7 years ago
- A PyTorch converter for SimCLR checkpoints☆108Updated 5 years ago
- ☆171Updated 5 years ago
- Visualizer for Deep Neural Networks☆294Updated 3 years ago
- PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation☆338Updated 4 years ago
- Real-time image saliency 🌠 (NIPS 2017)☆126Updated 7 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆401Updated 5 years ago
- Auto-Encoding Transformations (AETv1), CVPR 2019☆109Updated 6 years ago
- Code repository for the small image experiments our paper 'Self-ensembling for Domain Adaptation'☆194Updated 6 years ago
- Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)☆95Updated 2 years ago
- A new test set for ImageNet☆262Updated 2 years ago
- SmoothGrad implementation in PyTorch☆172Updated 4 years ago
- ☆57Updated 2 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆588Updated 4 years ago
- Code repository for the VisDA-17 experiments in our paper 'Self-ensembling for Domain Adaptation'☆74Updated 4 years ago
- Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural N…☆306Updated 5 years ago
- A plug-in replacement for DataLoader to load Imagenet disk-sequentially in PyTorch.☆239Updated 4 years ago
- Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"☆252Updated 3 years ago
- Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)☆525Updated 3 weeks ago
- Pytorch implementation of the method from the paper "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles"☆178Updated 7 years ago
- ☆89Updated 5 years ago
- A drop-in replacement for CIFAR-10.☆247Updated 4 years ago