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open-vocabulary semantic segmentation

28 papers

OV-SS OVSS

Papers

CP-CLIP: Customized Parameter Generation for Open-vocabulary Semantic Segmentation AAAI 2026 Direct Segmentation without Logits Optimization for Training-Free Open-Vocabulary Semantic Segmentation CVPR 2026 Looking Beyond the Window: Global-Local Aligned CLIP for Training-free Open-Vocabulary Semantic Segmentation CVPR 2026 Open-Vocabulary Domain Generalization in Urban-Scene Segmentation CVPR 2026 PEARL: Geometry Aligns Semantics for Training-Free Open-Vocabulary Semantic Segmentation CVPR 2026 Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective AAAI 2026 Test-Time Multi-Prompt Adaptation for Open-Vocabulary Remote Sensing Image Segmentation CVPR 2026 The Power of Prior: Training-Free Open-Vocabulary Semantic Segmentation with LLaVA CVPR 2026 AIDE: Improving 3D Open-Vocabulary Semantic Segmentation by Aligned Vision-Language Learning WACV 2025 CLIP-Adapted Region-to-Text Learning for Generative Open-Vocabulary Semantic Segmentation ICCV 2025 CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025 CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025 DIH-CLIP: Unleashing the Diversity of Multi-Head Self-Attention for Training-Free Open-Vocabulary Semantic Segmentation ICCV 2025 DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation CVPR 2025 Dual Semantic Guidance for Open Vocabulary Semantic Segmentation CVPR 2025 Excluding the Impossible for Open Vocabulary Semantic Segmentation AAAI 2025 Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation CVPR 2025 Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation WACV 2025 Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation CVPR 2025 Training-Free Class Purification for Open-Vocabulary Semantic Segmentation ICCV 2025 Training-free Open-Vocabulary Semantic Segmentation via Diverse Prototype Construction and Sub-region Matching AAAI 2025 Understanding Personal Concept in Open-Vocabulary Semantic Segmentation ICCV 2025 CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free WACV 2024 Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models CVPR 2024 Open-Vocabulary Semantic Segmentation with Image Embedding Balancing CVPR 2024