| Learning Mask-aware CLIP Representations for Zero-Shot Segmentation | Sep 30, 2023 | Open Vocabulary Semantic SegmentationZero Shot Segmentation | CodeCode Available | 1 |
| CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free | Sep 25, 2023 | Image SegmentationObject Localization | CodeCode Available | 1 |
| Panoptic Vision-Language Feature Fields | Sep 11, 2023 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter | Sep 6, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 |
| TagCLIP: Improving Discrimination Ability of Open-Vocabulary Semantic Segmentation | Apr 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Closer Look at the Explainability of Contrastive Language-Image Pre-training | Apr 12, 2023 | Interactive SegmentationLanguage Modelling | CodeCode Available | 1 |
| Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network | Apr 3, 2023 | ClassificationLanguage Modeling | CodeCode Available | 1 |
| Global Knowledge Calibration for Fast Open-Vocabulary Segmentation | Mar 16, 2023 | Knowledge DistillationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision | Jan 22, 2023 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| 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 |
| SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation | Nov 27, 2022 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models | Oct 27, 2022 | Image SegmentationLanguage Modelling | CodeCode Available | 1 |
| Open-Vocabulary Universal Image Segmentation with MaskCLIP | Aug 18, 2022 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model | Dec 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Decoupling Zero-Shot Semantic Segmentation | Dec 15, 2021 | Open Vocabulary Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation | Jul 15, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| A Survey on Training-free Open-Vocabulary Semantic Segmentation | May 28, 2025 | Multi-modal ClassificationOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation | May 16, 2025 | DecoderOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability | Apr 10, 2025 | Contrastive LearningOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians | Apr 8, 2025 | 3DGSComputational Efficiency | —Unverified | 0 |
| Open-Vocabulary Semantic Segmentation with Uncertainty Alignment for Robotic Scene Understanding in Indoor Building Environments | Mar 29, 2025 | NavigateOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| From Open-Vocabulary to Vocabulary-Free Semantic Segmentation | Feb 17, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| Rethinking the Global Knowledge of CLIP in Training-Free Open-Vocabulary Semantic Segmentation | Feb 5, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models | Jan 28, 2025 | Image SegmentationOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
