| Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models | Feb 28, 2021 | Deep LearningImage Segmentation | —Unverified | 0 |
| Few-Shot Defect Segmentation Leveraging Abundant Normal Training Samples Through Normal Background Regularization and Crop-and-Paste Operation | Jul 18, 2020 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning | Jul 30, 2021 | Segmentation | —Unverified | 0 |
| Few-Shot Classification & Segmentation Using Large Language Models Agent | Nov 19, 2023 | ClassificationFew-Shot Image Classification | —Unverified | 0 |
| Medical Semantic Segmentation with Diffusion Pretrain | Jan 31, 2025 | Image SegmentationLinear evaluation | —Unverified | 0 |
| Approximate Cluster-Based Sparse Document Retrieval with Segmented Maximum Term Weights | Apr 13, 2024 | Passage RankingRetrieval | —Unverified | 0 |
| MSFormer: A Skeleton-multiview Fusion Method For Tooth Instance Segmentation | Oct 23, 2023 | Contrastive LearningInstance Segmentation | —Unverified | 0 |
| (M)SLAe-Net: Multi-Scale Multi-Level Attention embedded Network for Retinal Vessel Segmentation | Sep 5, 2021 | Retinal Vessel SegmentationSegmentation | —Unverified | 0 |
| Few-Shot Airway-Tree Modeling using Data-Driven Sparse Priors | Jul 5, 2024 | DiversityFew-Shot Learning | —Unverified | 0 |
| Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation | Jan 15, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Approaching Neural Chinese Word Segmentation as a Low-Resource Machine Translation Task | Aug 12, 2020 | Chinese Word SegmentationLow Resource Neural Machine Translation | —Unverified | 0 |
| MedMeshCNN -- Enabling MeshCNN for Medical Surface Models | Sep 10, 2020 | BenchmarkingSegmentation | —Unverified | 0 |
| Few-shot adaptation for morphology-independent cell instance segmentation | Feb 27, 2024 | Domain AdaptationInstance Segmentation | —Unverified | 0 |
| Few-Shot 3D Volumetric Segmentation with Multi-Surrogate Fusion | Aug 26, 2024 | AnatomyImage Segmentation | —Unverified | 0 |
| MEDOE: A Multi-Expert Decoder and Output Ensemble Framework for Long-tailed Semantic Segmentation | Aug 16, 2023 | DecoderSegmentation | —Unverified | 0 |
| A Bottom Up Procedure for Text Line Segmentation of Latin Script | Oct 9, 2017 | Segmentation | —Unverified | 0 |
| Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network | Mar 28, 2023 | Few-shot 3D Point Cloud Semantic SegmentationFew-Shot Learning | —Unverified | 0 |
| MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM | Jul 21, 2024 | Few-Shot LearningGPU | —Unverified | 0 |
| Few-shot 3D LiDAR Semantic Segmentation for Autonomous Driving | Feb 17, 2023 | Autonomous DrivingFew-Shot Learning | —Unverified | 0 |
| Chan-Vese Reformulation for Selective Image Segmentation | Nov 21, 2018 | Image SegmentationSegmentation | —Unverified | 0 |
| ISMRNN: An Implicitly Segmented RNN Method with Mamba for Long-Term Time Series Forecasting | Jul 15, 2024 | MambaSegmentation | —Unverified | 0 |
| MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for Improving Segmentation of Medical Image with Ambiguous Boundaries | Nov 17, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning | May 3, 2022 | Federated LearningLesion Segmentation | —Unverified | 0 |
| MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation | Mar 26, 2025 | Federated LearningImage Segmentation | —Unverified | 0 |
| MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation | Sep 15, 2019 | SegmentationVideo Segmentation | —Unverified | 0 |