TooTouch / WhiteBox-Part1Links
In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)
☆40Updated 5 years ago
Alternatives and similar repositories for WhiteBox-Part1
Users that are interested in WhiteBox-Part1 are comparing it to the libraries listed below
Sorting:
- Class Activation Map(CAM) with Pytorch☆66Updated 5 years ago
- The state-of-the-art algorithms on CIFAR-10 dataset in PyTorch☆59Updated 6 years ago
- Outlier Exposure with Confidence Control for Out-of-Distribution Detection☆71Updated 4 years ago
- Supervised NN for pre-training. with group normalization and weight standardization☆30Updated 5 years ago
- A list of papers on Active Learning and Uncertainty Estimation for Neural Networks.☆66Updated 5 years ago
- Towards Automatic Concept-based Explanations☆161Updated last year
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆82Updated last year
- Addressing Failure Prediction by Learning Model Confidence☆173Updated 2 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆48Updated 3 years ago
- The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks☆118Updated 5 years ago
- This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip…☆79Updated 3 years ago
- Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…☆128Updated 4 years ago
- Visualisations for Convolutional Neural Networks in Pytorch☆86Updated 7 years ago
- ☆46Updated 4 years ago
- [SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.☆79Updated 4 years ago
- code for "DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification"☆52Updated 7 years ago
- Multi-task learning for image classification implemented in PyTorch.☆100Updated 7 years ago
- ☆34Updated 2 years ago
- Official implementation of "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"☆155Updated 5 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆267Updated 4 years ago
- ☆96Updated 4 years ago
- TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution …☆44Updated 4 years ago
- Implementing Randomly Wired Neural Networks for Image Recognition, Using CIFAR-10 dataset, CIFAR-100 dataset☆88Updated 6 years ago
- When Does Label Smoothing Help?_pytorch_implementationimp☆126Updated 5 years ago
- ☆90Updated 3 years ago
- Accompanying code for the paper "Zero-shot Knowledge Transfer via Adversarial Belief Matching"☆143Updated 5 years ago
- Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo co…☆191Updated 4 years ago
- A PyTorch Implementation of a Large Margin Deep Networks for Classification☆23Updated 6 years ago
- Python implementation for evaluating explanations presented in "On the (In)fidelity and Sensitivity for Explanations" in NeurIPS 2019 for…☆25Updated 3 years ago
- Uncertainty in Deep Learning Papers☆34Updated 3 years ago