| The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos | Nov 11, 2021 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| TomoSAM: a 3D Slicer extension using SAM for tomography segmentation | Jun 14, 2023 | 3D Part SegmentationImage Segmentation | CodeCode Available | 1 |
| TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-Shot | Aug 12, 2023 | DiagnosticInteractive Segmentation | CodeCode Available | 1 |
| Training-free Object Counting with Prompts | Jun 30, 2023 | ObjectObject Counting | CodeCode Available | 1 |
| ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts | Jan 28, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Zero-Shot Edge Detection with SCESAME: Spectral Clustering-based Ensemble for Segment Anything Model Estimation | Aug 26, 2023 | ClusteringEdge Detection | CodeCode Available | 1 |
| Zero-Shot Tree Detection and Segmentation from Aerial Forest Imagery | Jun 3, 2025 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation | Nov 3, 2023 | 3D Semantic SegmentationPoint Cloud Segmentation | —Unverified | 0 |
| DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training | Jul 16, 2024 | AnatomyData Augmentation | —Unverified | 0 |
| Textile Analysis for Recycling Automation using Transfer Learning and Zero-Shot Foundation Models | Jun 6, 2025 | SegmentationTransfer Learning | —Unverified | 0 |
| Diffuse Attend and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion | Jan 1, 2024 | Segmentationvalid | —Unverified | 0 |
| Holistic Inverse Rendering of Complex Facade via Aerial 3D Scanning | Nov 20, 2023 | BenchmarkingInverse Rendering | —Unverified | 0 |
| 3D Compositional Zero-shot Learning with DeCompositional Consensus | Nov 29, 2021 | BenchmarkingCompositional Zero-Shot Learning | —Unverified | 0 |
| Image-to-Lidar Relational Distillation for Autonomous Driving Data | Sep 1, 2024 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 |
| Learning Segmented 3D Gaussians via Efficient Feature Unprojection for Zero-shot Neural Scene Segmentation | Jan 11, 2024 | DecoderPanoptic Segmentation | —Unverified | 0 |
| Interpreting the Second-Order Effects of Neurons in CLIP | Jun 6, 2024 | AttributeZero Shot Segmentation | —Unverified | 0 |
| kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies | Apr 15, 2024 | Panoptic SegmentationRetrieval | —Unverified | 0 |
| Consistent Structural Relation Learning for Zero-Shot Segmentation | Dec 1, 2020 | RelationSemantic Segmentation | —Unverified | 0 |
| Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images | Oct 11, 2024 | Gaze EstimationSegmentation | —Unverified | 0 |
| Topological Data Analysis Guided Segment Anything Model Prompt Optimization for Zero-Shot Segmentation in Biological Imaging | Jun 30, 2023 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding | Aug 22, 2023 | Contrastive LearningObject | —Unverified | 0 |
| SAM vs BET: A Comparative Study for Brain Extraction and Segmentation of Magnetic Resonance Images using Deep Learning | Apr 10, 2023 | SegmentationZero Shot Segmentation | —Unverified | 0 |
| Boosting Medical Image Classification with Segmentation Foundation Model | Jun 16, 2024 | Classificationimage-classification | —Unverified | 0 |
| Quantifying uncertainty in lung cancer segmentation with foundation models applied to mixed-domain datasets | Mar 19, 2024 | Computed Tomography (CT)Segmentation | —Unverified | 0 |
| AI-Driven Segmentation and Analysis of Microbial Cells | May 1, 2025 | DenoisingSegmentation | —Unverified | 0 |
