| Medical SAM 2: Segment medical images as video via Segment Anything Model 2 | Aug 1, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 4 |
| SAM 2: Segment Anything in Images and Videos | Aug 1, 2024 | Image SegmentationRobot Manipulation Generalization | CodeCode Available | 12 |
| Synthetic dual image generation for reduction of labeling efforts in semantic segmentation of micrographs with a customized metric function | Aug 1, 2024 | Image GenerationSegmentation | —Unverified | 0 |
| AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation | Aug 1, 2024 | 3D Semantic SegmentationDomain Generalization | CodeCode Available | 1 |
| SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging Segmentation | Aug 1, 2024 | 3D Semantic SegmentationDenoising | CodeCode Available | 0 |
| Segment Anything for Videos: A Systematic Survey | Jul 31, 2024 | Image SegmentationRobot Manipulation Generalization | CodeCode Available | 5 |
| Adaptive Mix for Semi-Supervised Medical Image Segmentation | Jul 31, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| CC-SAM: SAM with Cross-feature Attention and Context for Ultrasound Image Segmentation | Jul 31, 2024 | Image SegmentationNatural Language Understanding | —Unverified | 0 |
| Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2 | Jul 31, 2024 | Image Segmentationobject-detection | CodeCode Available | 0 |
| MSA^2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation | Jul 31, 2024 | DecoderImage Segmentation | CodeCode Available | 2 |
| MaskUno: Switch-Split Block For Enhancing Instance Segmentation | Jul 31, 2024 | Image SegmentationInstance Segmentation | —Unverified | 0 |
| On-the-fly Point Feature Representation for Point Clouds Analysis | Jul 31, 2024 | Semantic Segmentation | —Unverified | 0 |
| Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation | Jul 31, 2024 | Image SegmentationSegmentation | —Unverified | 0 |
| Small Object Few-shot Segmentation for Vision-based Industrial Inspection | Jul 31, 2024 | Anomaly DetectionFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion | Jul 31, 2024 | Scene ParsingSemantic Segmentation | —Unverified | 0 |
| Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object Segmentation | Jul 31, 2024 | ObjectSegmentation | CodeCode Available | 0 |
| MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment | Jul 31, 2024 | Contrastive LearningDecoder | —Unverified | 0 |
| Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation | Jul 31, 2024 | Image SegmentationPrompt Learning | CodeCode Available | 0 |
| Fine-grained Metrics for Point Cloud Semantic Segmentation | Jul 31, 2024 | Point Cloud SegmentationSegmentation | —Unverified | 0 |
| Enhanced Uncertainty Estimation in Ultrasound Image Segmentation with MSU-Net | Jul 31, 2024 | Image SegmentationSegmentation | —Unverified | 0 |
| Robust Box Prompt based SAM for Medical Image Segmentation | Jul 31, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| DDU-Net: A Domain Decomposition-Based CNN for High-Resolution Image Segmentation on Multiple GPUs | Jul 31, 2024 | DecoderImage Segmentation | CodeCode Available | 0 |
| PLANesT-3D: A new annotated dataset for segmentation of 3D plant point clouds | Jul 30, 2024 | Semantic Segmentation | —Unverified | 0 |
| Distribution-Aware Replay for Continual MRI Segmentation | Jul 30, 2024 | Continual LearningHippocampus | —Unverified | 0 |
| Learning Ordinality in Semantic Segmentation | Jul 30, 2024 | Autonomous DrivingSegmentation | —Unverified | 0 |
