| DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR Images | Apr 26, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 | 5 |
| Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracy | Jul 17, 2024 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Federated Incremental Semantic Segmentation | Apr 10, 2023 | Federated LearningRelation | CodeCode Available | 1 | 5 |
| DeepMAO: Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite Imagery | Aug 14, 2023 | SegmentationThe Semantic Segmentation Of Remote Sensing Imagery | CodeCode Available | 1 | 5 |
| A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols | May 25, 2018 | Lifelong learningSegmentation | CodeCode Available | 1 | 5 |
| Deep Metric Learning for Open World Semantic Segmentation | Aug 10, 2021 | Autonomous DrivingFew-Shot Learning | CodeCode Available | 1 | 5 |
| Deep Negative Volume Segmentation | Jun 22, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Learning Directional Feature Maps for Cardiac MRI Segmentation | Jul 22, 2020 | Cardiac SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Learning Euler's Elastica Model for Medical Image Segmentation | Nov 1, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Learning Fast and Robust Target Models for Video Object Segmentation | Feb 27, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 1 | 5 |
| Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images | Apr 17, 2024 | Domain AdaptationEarth Observation | CodeCode Available | 1 | 5 |
| Deep Projective 3D Semantic Segmentation | May 9, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation | Feb 27, 2024 | DecoderFederated Learning | CodeCode Available | 1 | 5 |
| Learning Gaussian Instance Segmentation in Point Clouds | Jul 20, 2020 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images | Dec 7, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer | Sep 9, 2023 | DiversityFew-Shot Learning | CodeCode Available | 1 | 5 |
| AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning | Jun 1, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation | Oct 11, 2022 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| AlignSeg: Feature-Aligned Segmentation Networks | Feb 24, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Meta-class Memory for Few-Shot Semantic Segmentation | Aug 6, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation | Jul 21, 2020 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation | May 26, 2022 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 | 5 |
| A Likelihood Ratio-Based Approach to Segmenting Unknown Objects | Sep 10, 2024 | Segmentation | CodeCode Available | 1 | 5 |
| UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation | Jun 3, 2024 | Disease Predictionimage-classification | CodeCode Available | 1 | 5 |
| C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation | Jun 9, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 | 5 |
