DebasmitaGhose / S4AL-Semi-Supervised-Semantic-Segmentation-using-Active-Learning
code to select best samples to be used for semi supervised semantic segmentation using Active Learning
☆9Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for S4AL-Semi-Supervised-Semantic-Segmentation-using-Active-Learning
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆16Updated 3 years ago
- Code for C3-SemiSeg: Contrastive Semi-supervised Segmentation via Cross-set Learning and Dynamic Class-balancing☆18Updated 3 years ago
- Code for MICCAI 2023 paper titled "Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangle…☆15Updated last month
- Code for MICCAI2021 paper "OXnet: Deep Omni-supervised Thoracic DiseaseDetection from Chest X-rays"☆21Updated 3 years ago
- ☆11Updated 3 years ago
- Attentive Symmetric Autoencoder for Brain MRI Segmentation-MICCAI 2022☆23Updated 9 months ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 3 years ago
- ☆9Updated 2 years ago
- On uncertainty estimation in active learning for image segmentation☆12Updated 3 years ago
- Medical Matting☆21Updated last year
- ☆36Updated last year
- Code for the MICCAI DART 2020 paper☆33Updated 3 years ago
- Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images☆15Updated 5 years ago
- ☆27Updated 3 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆16Updated 8 months ago
- Contrastive Distillation for Incremental Class Learning in Semantic Segmentation☆13Updated 2 years ago
- The official implementation of the paper: [ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical …☆11Updated 9 months ago
- Code for "Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization"☆12Updated 3 years ago
- ☆24Updated last year
- Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels for neurips 2021☆26Updated 2 years ago
- This repository contains the implementation for our work "Topology-Aware Uncertainty for Image Segmentation", accepted to NeurIPS 2023.☆39Updated last month
- Pytorch implementation for paper "Bounding Box Tightness Prior for Weakly Supervised Image Segmentation" published in MICCAI 2021☆24Updated 2 years ago
- [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer☆39Updated last month
- This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Imag…☆29Updated 2 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆35Updated 3 years ago
- Code implementation of 'UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion with Ensemble Monte Carlo Dropout for C…☆21Updated last year
- The official code for our BVM 2022 paper "Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation"☆15Updated last year
- Pytorch code for the paper "Deep Active Learning for Joint Classification and Segmentation with Weak Annotator"☆29Updated 2 years ago
- This repository contains a PyTorch implementation of the MICCAI 2021 paper "Superpixel-guided Iterative Learning from Noisy Labels for Me…☆40Updated 2 years ago