DelTA-Lab-IITK / U-CAMLinks
Visual Explanation using Uncertainty based Class Activation Maps
☆23Updated 6 years ago
Alternatives and similar repositories for U-CAM
Users that are interested in U-CAM are comparing it to the libraries listed below
Sorting:
- Pytorch code for the paper "Deep Active Learning for Joint Classification and Segmentation with Weak Annotator"☆29Updated 3 years ago
- ☆46Updated 5 years ago
- Official re-implementation of the Calibrated Adversarial Refinement model described in the paper "Calibrated Adversarial Refinement for S…☆35Updated 3 years ago
- Medical Out-of-Distribution Analysis Challenge MICCAI 2020 Solution☆16Updated 3 years ago
- Code for paper "AI for radiographic COVID-19 detection selects shortcuts over signal"☆29Updated 4 years ago
- Code and models for our paper "Risk-Aware Machine Learning Classifier for Skin Lesion Diagnosis"☆10Updated last year
- Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmen…☆60Updated 5 years ago
- Work on Evidential Deep Learning to Quantify Classification Uncertainty☆60Updated 7 years ago
- Code for the paper "Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets", ICCV 2019☆27Updated 5 years ago
- ☆19Updated 5 years ago
- An implementation of the Residual Flow algorithm for out-of-distribution detection.☆31Updated 3 years ago
- Official Pytorch implementation of the paper DeScarGAN☆32Updated 5 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Updated 5 years ago
- Robust Domain Adaptation under Noisy Environments☆18Updated 3 years ago
- Continual learning using variational prototype replays☆10Updated 5 years ago
- supervised and semi-supervised image classification with self-supervision (Keras)☆45Updated 4 years ago
- Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)☆28Updated 3 years ago
- Keras implementation of Representation Learning with Contrastive Predictive Coding for images☆35Updated 5 years ago
- Addressing Failure Prediction by Learning Model Confidence☆173Updated 3 years ago
- Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters☆30Updated 5 years ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆149Updated 2 years ago
- PyTorch Vision Toolbox not only for deep-clustering☆30Updated 3 years ago
- Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty. Medical Image Analy…☆19Updated 4 years ago
- Official code for 'Unsupervised Local Discrimination for Medical Images'.☆21Updated 4 years ago
- This is the Pytorch Re-Implementation of three Semi Supervised Classification method on Cifar-100 Dataset using ConvLarge Architecture☆38Updated 7 years ago
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆95Updated 6 years ago
- Code and data of the "Multi-domain adversarial learning" paper, Schoenauer-Sebag et al., accepted at ICLR 2019☆38Updated 5 years ago
- ☆46Updated 5 years ago
- Generalizing to unseen domains via distribution matching☆73Updated 5 years ago
- Official PyTorch implementation for our ICCV 2019 paper - Fooling Network Interpretation in Image Classification☆24Updated 6 years ago