| S3CNet: A Sparse Semantic Scene Completion Network for LiDAR Point Clouds | Dec 16, 2020 | 3D Semantic Scene CompletionSegmentation | —Unverified | 0 |
| S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs | Sep 16, 2023 | Dialogue State TrackingLanguage Modelling | —Unverified | 0 |
| S3Net: 3D LiDAR Sparse Semantic Segmentation Network | Mar 15, 2021 | Autonomous DrivingDecoder | —Unverified | 0 |
| S^3-TTA: Scale-Style Selection for Test-Time Augmentation in Biomedical Image Segmentation | Oct 25, 2023 | DiversityImage Segmentation | —Unverified | 0 |
| S4C: Self-Supervised Semantic Scene Completion with Neural Fields | Oct 11, 2023 | Image SegmentationNavigate | —Unverified | 0 |
| S^4M: Boosting Semi-Supervised Instance Segmentation with SAM | Apr 7, 2025 | Data AugmentationInstance Segmentation | —Unverified | 0 |
| S4-Net: Geometry-Consistent Semi-Supervised Semantic Segmentation | Dec 27, 2018 | SegmentationSemantic Segmentation | —Unverified | 0 |
| S4: Self-Supervised Sensing Across the Spectrum | May 2, 2024 | SegmentationTime Series | —Unverified | 0 |
| AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation | Jul 21, 2021 | Domain AdaptationSegmentation | —Unverified | 0 |
| S^5Mars: Semi-Supervised Learning for Mars Semantic Segmentation | Jul 4, 2022 | Representation LearningSegmentation | —Unverified | 0 |
| SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation | Jul 14, 2024 | DecoderMedical Image Analysis | —Unverified | 0 |
| SAF-IS: a Spatial Annotation Free Framework for Instance Segmentation of Surgical Tools | Sep 4, 2023 | Instance SegmentationSegmentation | —Unverified | 0 |
| SAI3D: Segment Any Instance in 3D Scenes | Dec 17, 2023 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation - A Synthetic Dataset and Baselines | Jun 1, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| SAIP-Net: Enhancing Remote Sensing Image Segmentation via Spectral Adaptive Information Propagation | Apr 23, 2025 | Image SegmentationSegmentation | —Unverified | 0 |
| Saliency-Aware Geodesic Video Object Segmentation | Jun 1, 2015 | ObjectSegmentation | —Unverified | 0 |
| Saliency-based segmentation of dermoscopic images using color information | Nov 26, 2020 | BinarizationLesion Segmentation | —Unverified | 0 |
| Saliency based Semi-supervised Learning for Orbiting Satellite Tracking | Sep 9, 2019 | SegmentationVisual Tracking | —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-guided Adaptive Seeding for Supervoxel Segmentation | Apr 13, 2017 | Segmentation | —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 |
| Salient Instance Segmentation via Subitizing and Clustering | Sep 29, 2019 | ClusteringInstance Segmentation | —Unverified | 0 |
| Salient Region Segmentation | Mar 15, 2018 | Gaze PredictionPrediction | —Unverified | 0 |
| 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 |