krishnabits001 / pseudo_label_contrastive_trainingView external linksLinks
Code for Pseudo label based contrastive learning joint training approach
☆59Jan 2, 2022Updated 4 years ago
Alternatives and similar repositories for pseudo_label_contrastive_training
Users that are interested in pseudo_label_contrastive_training are comparing it to the libraries listed below
Sorting:
- Decoupled Consistency for Semi-supervised Medical Image Segmentation(MICCAI 2023)☆26Jun 27, 2023Updated 2 years ago
- ☆45Oct 4, 2023Updated 2 years ago
- ☆67Dec 16, 2022Updated 3 years ago
- ☆19Apr 15, 2023Updated 2 years ago
- [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation☆29Sep 26, 2023Updated 2 years ago
- Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels for neurips 2021☆27Oct 30, 2022Updated 3 years ago
- The code repo for "FUSSNet: Fusing Two Sources of Uncertainty forSemi-Supervised Medical Image Segmentation"☆14Mar 2, 2022Updated 3 years ago
- ☆66Jan 23, 2024Updated 2 years ago
- repository for CAML: Correlation-aware mutual learning for semi-supervised medical image segmentation☆39Apr 12, 2023Updated 2 years ago
- [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model☆15Sep 8, 2022Updated 3 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40May 16, 2025Updated 8 months ago
- ☆40Apr 11, 2022Updated 3 years ago
- Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation" (ESI Highly Cited Paper)☆175Jul 10, 2023Updated 2 years ago
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation☆10Jun 29, 2021Updated 4 years ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆329Mar 7, 2022Updated 3 years ago
- MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'☆17Jul 1, 2022Updated 3 years ago
- ☆31Dec 2, 2022Updated 3 years ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆65May 14, 2024Updated last year
- Code for MICCAI 2023 paper titled "Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangle…☆22Sep 20, 2024Updated last year
- MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation☆51Jan 21, 2024Updated 2 years ago
- IEEE-TMI 2022: code for 'Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation with Dual Adaptive Graph Con…☆13Sep 1, 2022Updated 3 years ago
- MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images☆13May 25, 2022Updated 3 years ago
- offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.☆57Apr 17, 2024Updated last year
- official implementation of rectified contrastive pseudo supervision☆73May 9, 2024Updated last year
- [IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation☆55May 14, 2024Updated last year
- [MICCAI-2023] Official Implementation for "UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image S…☆25Feb 11, 2024Updated 2 years ago
- ☆17Feb 19, 2024Updated last year
- ☆13Apr 21, 2023Updated 2 years ago
- ☆14Jul 2, 2024Updated last year
- The code of ours paper "Uncertainty-aware Pseudo-label and Consistency for Semi-supervised Medical Image Segmentation"☆14May 1, 2022Updated 3 years ago
- Official implementation of "Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization" (NeurIPS2022)☆40Mar 25, 2023Updated 2 years ago
- ☆42Oct 22, 2024Updated last year
- Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation☆14Aug 15, 2023Updated 2 years ago
- ☆14Jul 15, 2023Updated 2 years ago
- Codes of "Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution"☆15Nov 11, 2022Updated 3 years ago
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆206Jul 21, 2024Updated last year
- MICCAI 2021 : Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation (Pytorch implementation).☆26Jan 12, 2023Updated 3 years ago
- [NeurIPS'23] Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective☆30Nov 29, 2024Updated last year
- Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.☆2,600Jun 7, 2025Updated 8 months ago