| DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut | Jun 5, 2024 | Image SegmentationSegmentation | CodeCode Available | 2 |
| SimSAM: Zero-shot Medical Image Segmentation via Simulated Interaction | Jun 2, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Open-Vocabulary SAM3D: Towards Training-free Open-Vocabulary 3D Scene Understanding | May 24, 2024 | Scene UnderstandingZero Shot Segmentation | —Unverified | 0 |
| SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model | May 10, 2024 | DiagnosticZero Shot Segmentation | —Unverified | 0 |
| Frenet-Serret Frame-based Decomposition for Part Segmentation of 3D Curvilinear Structures | Apr 19, 2024 | ARCSegmentation | CodeCode Available | 1 |
| Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery | Apr 18, 2024 | Instance SegmentationSemantic Segmentation | —Unverified | 0 |
| kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies | Apr 15, 2024 | Panoptic SegmentationRetrieval | —Unverified | 0 |
| Gaga: Group Any Gaussians via 3D-aware Memory Bank | Apr 11, 2024 | Contrastive LearningObject Tracking | —Unverified | 0 |
| Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation | Apr 9, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation | Apr 8, 2024 | Image SegmentationSegmentation | —Unverified | 0 |
| MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation | Mar 29, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 2 |
| Quantifying uncertainty in lung cancer segmentation with foundation models applied to mixed-domain datasets | Mar 19, 2024 | Computed Tomography (CT)Segmentation | —Unverified | 0 |
| Multi-Grained Cross-modal Alignment for Learning Open-vocabulary Semantic Segmentation from Text Supervision | Mar 6, 2024 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| Learning Zero-Shot Material States Segmentation, by Implanting Natural Image Patterns in Synthetic Data | Mar 5, 2024 | Material RecognitionSegmentation | CodeCode Available | 0 |
| From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments | Feb 28, 2024 | SegmentationZero Shot Segmentation | —Unverified | 0 |
| TV-SAM: Increasing Zero-Shot Segmentation Performance on Multimodal Medical Images Using GPT-4 Generated Descriptive Prompts Without Human Annotation | Feb 24, 2024 | DescriptiveLanguage Modeling | CodeCode Available | 1 |
| Learning Segmented 3D Gaussians via Efficient Feature Unprojection for Zero-shot Neural Scene Segmentation | Jan 11, 2024 | DecoderPanoptic Segmentation | —Unverified | 0 |
| MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model | Jan 11, 2024 | Image SegmentationPrompt Engineering | CodeCode Available | 1 |
| SOS-Match: Segmentation for Open-Set Robust Correspondence Search and Robot Localization in Unstructured Environments | Jan 9, 2024 | Simultaneous Localization and MappingZero Shot Segmentation | —Unverified | 0 |
| Diffuse Attend and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion | Jan 1, 2024 | Segmentationvalid | —Unverified | 0 |
| Spectral Prompt Tuning:Unveiling Unseen Classes for Zero-Shot Semantic Segmentation | Dec 20, 2023 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| Testing the Segment Anything Model on radiology data | Dec 20, 2023 | image-classificationImage Classification | —Unverified | 0 |
| OpenSD: Unified Open-Vocabulary Segmentation and Detection | Dec 10, 2023 | DecoderPrompt Learning | CodeCode Available | 0 |
| SANeRF-HQ: Segment Anything for NeRF in High Quality | Dec 3, 2023 | NeRFNovel View Synthesis | —Unverified | 0 |
| Grounding Everything: Emerging Localization Properties in Vision-Language Transformers | Dec 1, 2023 | Image RetrievalObject Localization | CodeCode Available | 1 |
