eclique / RISELinks
Detect model's attention
☆170Updated 5 years ago
Alternatives and similar repositories for RISE
Users that are interested in RISE are comparing it to the libraries listed below
Sorting:
- Full-gradient saliency maps☆212Updated 2 years ago
- This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpreta…☆388Updated 3 years ago
- ☆113Updated 3 years ago
- Pytorch implementation of various neural network interpretability methods☆119Updated 3 years ago
- Papers and code of Explainable AI esp. w.r.t. Image classificiation☆226Updated 3 years ago
- Official implementation of Score-CAM in PyTorch☆433Updated 3 years ago
- Towards Automatic Concept-based Explanations☆161Updated last year
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆348Updated 5 years ago
- ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021☆108Updated 3 years ago
- ☆34Updated 3 years ago
- A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).☆139Updated 4 years ago
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆281Updated 4 years ago
- ☆51Updated 5 years ago
- A simple and effective method for detecting out-of-distribution images in neural networks.☆539Updated 4 years ago
- Code for the paper "Calibrating Deep Neural Networks using Focal Loss"☆161Updated 2 years ago
- The official code of Relevance-CAM☆45Updated last year
- ☆122Updated 3 years ago
- A new test set for ImageNet☆262Updated 2 years ago
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆300Updated 2 years ago
- Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".☆351Updated 6 years ago
- implements some LRP rules to get explanations for Resnets and Densenet-121, including batchnorm-Conv canonization and tensorbiased layers…☆26Updated last year
- A Simple pytorch implementation of GradCAM and GradCAM++☆396Updated 6 years ago
- reference implementation for "explanations can be manipulated and geometry is to blame"☆37Updated 3 years ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆358Updated 9 months ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆270Updated 4 years ago
- Pruning CNN using CNN with toy example☆22Updated 4 years ago
- Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks☆169Updated 3 years ago
- Calibration of Convolutional Neural Networks☆171Updated 2 years ago
- ☆429Updated 4 years ago
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆239Updated last week