| SALA: Soft Assignment Local Aggregation for Parameter Efficient 3D Semantic Segmentation | Dec 29, 2020 | 3D Semantic SegmentationSemantic Segmentation | —Unverified | 0 |
| SalFAU-Net: Saliency Fusion Attention U-Net for Salient Object Detection | May 5, 2024 | Autonomous DrivingDecoder | —Unverified | 0 |
| Saliency-Aware Class-Agnostic Food Image Segmentation | Feb 13, 2021 | Image SegmentationNutrition | —Unverified | 0 |
| Saliency-Aware Geodesic Video Object Segmentation | Jun 1, 2015 | ObjectSegmentation | —Unverified | 0 |
| Saliency Can Be All You Need In Contrastive Self-Supervised Learning | Oct 30, 2022 | AllImage Segmentation | —Unverified | 0 |
| Saliency-Driven Active Contour Model for Image Segmentation | May 23, 2022 | Image SegmentationSegmentation | —Unverified | 0 |
| Saliency-Driven Versatile Video Coding for Neural Object Detection | Mar 11, 2022 | DecoderObject | —Unverified | 0 |
| Saliency guided deep network for weakly-supervised image segmentation | Oct 19, 2018 | Image SegmentationSegmentation | —Unverified | 0 |
| Saliency maps on image hierarchies | Aug 19, 2015 | Image SegmentationSegmentation | —Unverified | 0 |
| Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation | Apr 8, 2025 | Optical Flow EstimationSalient Object Detection | —Unverified | 0 |
| Saliency Unified: A Deep Architecture for Simultaneous Eye Fixation Prediction and Salient Object Segmentation | Jun 1, 2016 | ObjectSemantic Segmentation | —Unverified | 0 |
| Salient Instance Segmentation via Subitizing and Clustering | Sep 29, 2019 | ClusteringInstance Segmentation | —Unverified | 0 |
| Salient Object Detection: A Discriminative Regional Feature Integration Approach | Oct 22, 2014 | Image SegmentationObject | —Unverified | 0 |
| Salient Object Detection Combining a Self-attention Module and a Feature Pyramid Network | Apr 30, 2020 | Objectobject-detection | —Unverified | 0 |
| Salient Object Detection With Pyramid Attention and Salient Edges | Jun 1, 2019 | Edge DetectionGPU | —Unverified | 0 |
| Salient Object Detection with Semantic Priors | May 23, 2017 | Objectobject-detection | —Unverified | 0 |
| SA-LOAM: Semantic-aided LiDAR SLAM with Loop Closure | Jun 22, 2021 | 3D Semantic SegmentationLoop Closure Detection | —Unverified | 0 |
| SALT: A Semi-automatic Labeling Tool for RGB-D Video Sequences | Feb 22, 2021 | Instance SegmentationSegmentation | —Unverified | 0 |
| Salt & Pepper Heatmaps: Diffusion-informed Landmark Detection Strategy | Jul 12, 2024 | Anatomical Landmark DetectionSemantic Segmentation | —Unverified | 0 |
| SAM2Auto: Auto Annotation Using FLASH | Jun 9, 2025 | Instance SegmentationObject | —Unverified | 0 |
| SAM2-ELNet: Label Enhancement and Automatic Annotation for Remote Sensing Segmentation | Mar 16, 2025 | Image SegmentationSemantic Segmentation | —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 |
| SAM-based instance segmentation models for the automation of structural damage detection | Jan 27, 2024 | BenchmarkingInstance Segmentation | —Unverified | 0 |
| SAMBERT: Improve Aspect Sentiment Triplet Extraction by Segmenting the Attention Maps of BERT | Nov 16, 2021 | Aspect Sentiment Triplet ExtractionSemantic Segmentation | —Unverified | 0 |
| SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding | Oct 23, 2023 | Continual LearningMulti-Task Learning | —Unverified | 0 |
| SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation | Jan 12, 2025 | DecoderDomain Adaptation | —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 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 Masked Token Prediction for 3D Scene Understanding | Oct 16, 2024 | 3D Object DetectionKnowledge Distillation | —Unverified | 0 |
| SAM-guided Pseudo Label Enhancement for Multi-modal 3D Semantic Segmentation | Feb 2, 2025 | 3D Semantic SegmentationAutonomous Driving | —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-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation | Jul 6, 2024 | General KnowledgeImage Segmentation | —Unverified | 0 |
| SAM Meets Robotic Surgery: An Empirical Study in Robustness Perspective | Apr 28, 2023 | Semantic SegmentationZero-shot Generalization | —Unverified | 0 |
| SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation | Aug 14, 2023 | Semantic SegmentationZero-shot Generalization | —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 on Medical Images: A Comprehensive Study on Three Prompt Modes | Apr 28, 2023 | Image SegmentationMedical Image Analysis | —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 |
| Sampling-based Uncertainty Estimation for an Instance Segmentation Network | May 24, 2023 | ClusteringInstance Segmentation | —Unverified | 0 |
| Sampling of Planar Curves: Theory and Fast Algorithms | Nov 12, 2019 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Sampling Strategy for Fine-Tuning Segmentation Models to Crisis Area under Scarcity of Data | Feb 9, 2022 | Active LearningHumanitarian | —Unverified | 0 |
| SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning | May 28, 2025 | Image SegmentationMultimodal Reasoning | —Unverified | 0 |