| CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation | Jun 9, 2024 | Cardiac SegmentationDecoder | CodeCode Available | 1 |
| GCtx-UNet: Efficient Network for Medical Image Segmentation | Jun 9, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| 3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes | Jun 8, 2024 | Data AugmentationImage Generation | CodeCode Available | 1 |
| The ULS23 Challenge: a Baseline Model and Benchmark Dataset for 3D Universal Lesion Segmentation in Computed Tomography | Jun 7, 2024 | DiversityLesion Segmentation | CodeCode Available | 1 |
| Instance Segmentation and Teeth Classification in Panoramic X-rays | Jun 6, 2024 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Frequency-based Matcher for Long-tailed Semantic Segmentation | Jun 6, 2024 | Autonomous Drivingobject-detection | CodeCode Available | 1 |
| IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI | Jun 4, 2024 | Anomaly SegmentationSegmentation | CodeCode Available | 1 |
| ARCH2S: Dataset, Benchmark and Challenges for Learning Exterior Architectural Structures from Point Clouds | Jun 3, 2024 | 3D Scene Reconstruction3D Semantic Segmentation | CodeCode Available | 1 |
| UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation | Jun 3, 2024 | Disease Predictionimage-classification | CodeCode Available | 1 |
| AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning | Jun 1, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| A Deep Learning Model for Coronary Artery Segmentation and Quantitative Stenosis Detection in Angiographic Images | Jun 1, 2024 | Coronary Artery SegmentationImage Segmentation | CodeCode Available | 1 |
| SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow | May 30, 2024 | DiversityImage Generation | CodeCode Available | 1 |
| FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding | May 29, 2024 | Change DetectionSegmentation | CodeCode Available | 1 |
| A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation | May 29, 2024 | Autonomous DrivingBoundary Detection | CodeCode Available | 1 |
| FocSAM: Delving Deeply into Focused Objects in Segmenting Anything | May 29, 2024 | DecoderInteractive Segmentation | CodeCode Available | 1 |
| CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths | May 28, 2024 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Where's Waldo: Diffusion Features for Personalized Segmentation and Retrieval | May 28, 2024 | Personalized SegmentationRetrieval | CodeCode Available | 1 |
| RT-GS2: Real-Time Generalizable Semantic Segmentation for 3D Gaussian Representations of Radiance Fields | May 28, 2024 | Novel View SynthesisSegmentation | CodeCode Available | 1 |
| SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression | May 27, 2024 | Brain Image SegmentationBrain Tumor Segmentation | CodeCode Available | 1 |
| PP-SAM: Perturbed Prompts for Robust Adaptation of Segment Anything Model for Polyp Segmentation | May 27, 2024 | Segmentation | CodeCode Available | 1 |
| UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation | May 25, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation | May 25, 2024 | Domain AdaptationMRI segmentation | CodeCode Available | 1 |
| U3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic Segmentation | May 24, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT Scans | May 23, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation | May 23, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
