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Open-Vocabulary Semantic Segmentation
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논문
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ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation
Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation
Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation
A Survey on Training-free Open-Vocabulary Semantic Segmentation
OpenSeg-R: Improving Open-Vocabulary Segmentation via Step-by-Step Visual Reasoning
DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability
econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
Open-Vocabulary Semantic Segmentation with Uncertainty Alignment for Robotic Scene Understanding in Indoor Building Environments
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation
LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation
Rethinking the Global Knowledge of CLIP in Training-Free Open-Vocabulary Semantic Segmentation
Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation
Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models
Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation
Test-Time Optimization for Domain Adaptive Open Vocabulary Segmentation
FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation
OVGaussian: Generalizable 3D Gaussian Segmentation with Open Vocabularies
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
Incorporating Feature Pyramid Tokenization and Open Vocabulary Semantic Segmentation
MaskCLIP++: A Mask-Based CLIP Fine-tuning Framework for Open-Vocabulary Image Segmentation
VLMs meet UDA: Boosting Transferability of Open Vocabulary Segmentation with Unsupervised Domain Adaptation
Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation
Multi-robot autonomous 3D reconstruction using Gaussian splatting with Semantic guidance
LMSeg: Unleashing the Power of Large-Scale Models for Open-Vocabulary Semantic Segmentation
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation
Effective SAM Combination for Open-Vocabulary Semantic Segmentation
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements
CorrCLIP: Reconstructing Correlations in CLIP with Off-the-Shelf Foundation Models for Open-Vocabulary Semantic Segmentation
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation
3D Vision-Language Gaussian Splatting
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