| Segment Anything in High Quality | Jun 2, 2023 | DecoderZero-Shot Instance Segmentation | CodeCode Available | 0 |
| Exploring Open-Vocabulary Semantic Segmentation without Human Labels | Jun 1, 2023 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| PaintSeg: Training-free Segmentation via Painting | May 30, 2023 | Referring Image Matting (Prompt-based)Segmentation | CodeCode Available | 1 |
| One-Prompt to Segment All Medical Images | May 17, 2023 | AllImage Segmentation | CodeCode Available | 1 |
| SAM for Poultry Science | May 17, 2023 | Object TrackingSegmentation | —Unverified | 0 |
| Segment Anything Model for Medical Images? | Apr 28, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation | Apr 25, 2023 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| Segment Anything Model for Medical Image Analysis: an Experimental Study | Apr 20, 2023 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Computer-Vision Benchmark Segment-Anything Model (SAM) in Medical Images: Accuracy in 12 Datasets | Apr 18, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| A Closer Look at the Explainability of Contrastive Language-Image Pre-training | Apr 12, 2023 | Interactive SegmentationLanguage Modelling | CodeCode Available | 1 |
| 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 |
| Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging | Apr 9, 2023 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| A Simple Framework for Open-Vocabulary Segmentation and Detection | Mar 14, 2023 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 3 |
| Universal Instance Perception as Object Discovery and Retrieval | Mar 12, 2023 | Described Object DetectionGeneralized Referring Expression Comprehension | CodeCode Available | 3 |
| Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection | Mar 9, 2023 | DecoderObject Detection | CodeCode Available | 5 |
| Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models | Mar 8, 2023 | Open Vocabulary Panoptic SegmentationOpen Vocabulary Semantic Segmentation | CodeCode Available | 2 |
| A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic Segmentation | Feb 27, 2023 | Few-Shot Semantic SegmentationLanguage Modelling | CodeCode Available | 0 |
| Side Adapter Network for Open-Vocabulary Semantic Segmentation | Feb 23, 2023 | Language ModellingOpen Vocabulary Semantic Segmentation | CodeCode Available | 2 |
| ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts | Jan 28, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Open-vocabulary Object Segmentation with Diffusion Models | Jan 12, 2023 | Image SegmentationObject | CodeCode Available | 1 |
| Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only | Jan 1, 2023 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 0 |
| Generalized Decoding for Pixel, Image, and Language | Dec 21, 2022 | DecoderImage Segmentation | CodeCode Available | 3 |
| Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning | Dec 9, 2022 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs | Dec 1, 2022 | Contrastive LearningOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding | Jul 18, 2022 | ClusteringOnline Clustering | —Unverified | 0 |
| Language-driven Semantic Segmentation | Jan 10, 2022 | DescriptiveFew-Shot Semantic Segmentation | CodeCode Available | 2 |
| Image Segmentation Using Text and Image Prompts | Dec 18, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Extract Free Dense Labels from CLIP | Dec 2, 2021 | Novel ConceptsOpen Vocabulary Panoptic Segmentation | CodeCode Available | 1 |
| 3D Compositional Zero-shot Learning with DeCompositional Consensus | Nov 29, 2021 | BenchmarkingCompositional Zero-Shot Learning | —Unverified | 0 |
| The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos | Nov 11, 2021 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Self-supervised Tumor Segmentation through Layer Decomposition | Sep 7, 2021 | Brain Tumor SegmentationData Augmentation | —Unverified | 0 |
| Consistent Structural Relation Learning for Zero-Shot Segmentation | Dec 1, 2020 | RelationSemantic Segmentation | —Unverified | 0 |
| Context-aware Feature Generation for Zero-shot Semantic Segmentation | Aug 16, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Unsupervised Deep Learning for Bayesian Brain MRI Segmentation | Apr 25, 2019 | Brain Image SegmentationBrain Segmentation | CodeCode Available | 0 |
