| Salient Skin Lesion Segmentation via Dilated Scale-Wise Feature Fusion Network | May 20, 2022 | Lesion DetectionLesion Segmentation | —Unverified | 0 |
| SALT: A Semi-automatic Labeling Tool for RGB-D Video Sequences | Feb 22, 2021 | Instance SegmentationSegmentation | —Unverified | 0 |
| SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection | Jul 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SAM2 for Image and Video Segmentation: A Comprehensive Survey | Mar 17, 2025 | Autonomous DrivingImage Segmentation | —Unverified | 0 |
| SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation | Aug 8, 2024 | DecoderInteractive Segmentation | —Unverified | 0 |
| SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation | Jan 1, 2025 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| SAM4D: Segment Anything in Camera and LiDAR Streams | Jun 26, 2025 | 4D reconstructionAutonomous Driving | —Unverified | 0 |
| SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation | Jul 23, 2024 | Panoptic SegmentationSegmentation | —Unverified | 0 |
| SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation | Jan 12, 2025 | DecoderDomain Adaptation | —Unverified | 0 |
| SAMDA: Leveraging SAM on Few-Shot Domain Adaptation for Electronic Microscopy Segmentation | Mar 12, 2024 | Domain AdaptationSegmentation | —Unverified | 0 |
| SAM-Driven Weakly Supervised Nodule Segmentation with Uncertainty-Aware Cross Teaching | Jul 18, 2024 | Pseudo LabelSegmentation | —Unverified | 0 |
| SAMedOCT: Adapting Segment Anything Model (SAM) for Retinal OCT | Aug 18, 2023 | Image SegmentationSegmentation | —Unverified | 0 |
| SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp Segmentation | Jun 21, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images | Jul 5, 2024 | DecoderSegmentation | —Unverified | 0 |
| SAM for Poultry Science | May 17, 2023 | Object TrackingSegmentation | —Unverified | 0 |
| SAM-guided Graph Cut for 3D Instance Segmentation | Dec 13, 2023 | 3D Instance SegmentationGraph Neural Network | —Unverified | 0 |
| SAM-Guided Robust Representation Learning for One-Shot 3D Medical Image Segmentation | Apr 29, 2025 | General KnowledgeImage Segmentation | —Unverified | 0 |
| Learning to Adapt SAM for Segmenting Cross-domain Point Clouds | Oct 13, 2023 | Domain AdaptationGeneral Knowledge | —Unverified | 0 |
| SAMIC: Segment Anything with In-Context Spatial Prompt Engineering | Dec 16, 2024 | Few-Shot LearningPrompt Engineering | —Unverified | 0 |
| SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation | Dec 15, 2024 | DecoderFew-shot Instance Segmentation | —Unverified | 0 |
| SAM.MD: Zero-shot medical image segmentation capabilities of the Segment Anything Model | Apr 10, 2023 | Image GenerationImage Segmentation | —Unverified | 0 |
| SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting | Nov 26, 2024 | Few-Shot LearningImage Segmentation | —Unverified | 0 |
| SAM-PARSER: Fine-tuning SAM Efficiently by Parameter Space Reconstruction | Aug 28, 2023 | parameter-efficient fine-tuningSegmentation | —Unverified | 0 |
| Sample Efficient Semantic Segmentation using Rotation Equivariant Convolutional Networks | Jul 2, 2018 | DecoderSegmentation | —Unverified | 0 |
| SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning | May 28, 2025 | Image SegmentationMultimodal Reasoning | —Unverified | 0 |