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| VLMs meet UDA: Boosting Transferability of Open Vocabulary Segmentation with Unsupervised Domain Adaptation | Dec 12, 2024 | Domain AdaptationOpen Vocabulary Semantic Segmentation | —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 |
| Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels | Sep 30, 2024 | Online ClusteringOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians | Apr 8, 2025 | 3DGSComputational Efficiency | —Unverified | 0 |
| Effective SAM Combination for Open-Vocabulary Semantic Segmentation | Nov 22, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| Exploring Open-Vocabulary Semantic Segmentation without Human Labels | Jun 1, 2023 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| Test-time Contrastive Concepts for Open-world Semantic Segmentation | Jul 6, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| SILC: Improving Vision Language Pretraining with Self-Distillation | Oct 20, 2023 | ClassificationContrastive Learning | —Unverified | 0 |
| Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation | May 29, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| CUS3D :CLIP-based Unsupervised 3D Segmentation via Object-level Denoise | Sep 21, 2024 | Open Vocabulary Semantic SegmentationOpen-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 |
| Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation | Feb 21, 2024 | 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 |
| Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation | Jul 15, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding | Jun 3, 2024 | Domain AdaptationOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation | Mar 30, 2024 | AttributeOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| Incorporating Feature Pyramid Tokenization and Open Vocabulary Semantic Segmentation | Dec 18, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| Dual Semantic Guidance for Open Vocabulary Semantic Segmentation | Jan 1, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| InvSeg: Test-Time Prompt Inversion for Semantic Segmentation | Oct 15, 2024 | Image GenerationOpen Vocabulary Semantic Segmentation | —Unverified | 0 |
| ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference | Jul 17, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation | Jan 18, 2023 | Language ModelingLanguage Modelling | —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 |
| Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation | Apr 9, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors | Jan 29, 2024 | DecoderImage Generation | —Unverified | 0 |
