Papers with Semi-supervised Learning for Medical Image Segmentation(SSL4MIS)
Papers_with_SSL4MIS
CVPR2023
| Date | Category | 标题 | Title | Code | Blog |
|---|---|---|---|---|---|
| 2023-06 | 半监督医学图像分割 | 用于半监督医学图像分割的伪标签引导对比学习 | Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation | Link | Link |
| 2023-06 | 半监督图像分割 | SemiCVT：用于语义分割的半监督卷积视觉Transformer | SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation | None | None |
AAAI2023
| Date | Category | 标题 | Title | Code | Blog |
|---|---|---|---|---|---|
| 2023-06 | 半监督回归 | 通过贝叶斯神经网络进行具有不确定性一致性和变分模型集成的半监督深度回归 | Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks | Link | Link |
MICCAI2023
TMI2023
MIA2023
IJCAI2022
CVPR2022
| Date | Category | 标题 | Title | Code | Blog |
|---|---|---|---|---|---|
| 2022-06 | 半监督医学图像分割 | 组织病理学图像中细胞核半监督分割的跨补丁密集对比学习 | Cross-patch Dense Contrastive Learning for Semi-supervised Segmentation of Cellular Nuclei in Histopathologic Images | Link | Link |
| 2022-06 | 半监督图像分割 | 使用不可靠的伪标签的半监督语义分割 | Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels | Link | Link |
ICCV2021
| Date | Category | 标题 | Title | Code | Blog |
|---|---|---|---|---|---|
| 2021-08 | 半监督图像分割 | 通过类记忆库进行像素级对比学习的半监督语义分割 | Semi-Supervised Semantic Segmentation With Pixel-Level Contrastive Learning From a Class-Wise Memory Bank | Link | Link |