| AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation | Jun 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| LESS: Label-Efficient and Single-Stage Referring 3D Segmentation | Oct 17, 2024 | cross-modal alignmentInstance Segmentation | CodeCode Available | 1 |
| Active learning for medical image segmentation with stochastic batches | Jan 18, 2023 | Active LearningDiversity | CodeCode Available | 1 |
| CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes | Jul 1, 2024 | Autonomous VehiclesImage Segmentation | CodeCode Available | 1 |
| Leveraging Labeling Representations in Uncertainty-based Semi-supervised Segmentation | Mar 10, 2022 | Segmentation | CodeCode Available | 1 |
| Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image Segmentation | Feb 17, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation | Jul 25, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation | Feb 7, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 |
| AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images | Jun 12, 2024 | DecoderSegmentation | CodeCode Available | 1 |
| Medical Image Segmentation via Unsupervised Convolutional Neural Network | Jan 28, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
