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zero-shot segmentation

51 papers

Papers

ART-ASyn: Anatomy-aware Realistic Texture-based Anomaly Synthesis Framework for Chest X-Rays WACV 2026 Comparing SAM 2 and SAM 3 for Zero-Shot Segmentation of 3D Medical Data MIDL 2026 MUSE: Model-based Uncertainty-aware Similarity Estimation for zero-shot 2D Object Detection and Segmentation WACV 2026 NERVE: Neighbourhood & Entropy-Guided Random-Walk for Training Free Open-Vocabulary Segmentation WACV 2026 Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast Objects WACV 2026 Spatially-Guided Self-Attention Refinement for Zero-Shot Hair Segmentation (Student Abstract) AAAI 2026 SSR-SAM: Retrieval-Style Segment Anything Model for Semi-Supervised Ultra-High-Resolution Image Segmentation AAAI 2026 VoxTell: Free-Text Promptable Universal 3D Medical Image Segmentation CVPR 2026 Zero-LEAD: Source-Free Universal Domain Adaptation for Abdominal Multi-Organ Segmentation WACV 2026 3D Part Segmentation via Geometric Aggregation of 2D Visual Features WACV 2025 AcZeroTS: Active Learning for Zero-shot Tissue Segmentation in Pathology Images ICCV 2025 Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models CVPR 2025 A Simple Framework for Open-Vocabulary Zero-Shot Segmentation ICLR 2025 Auto-Vocabulary Semantic Segmentation ICCV 2025 Class-Agnostic Visio-Temporal Scene Sketch Semantic Segmentation WACV 2025 ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features ICML 2025 DenseSAM: Semantic Enhance SAM for Efficient Dense Object Segmentation IJCAI 2025 Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation CVPR 2025 MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers MIDL 2025 SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation WACV 2025 Show and Tell: Visually Explainable Deep Neural Nets via Spatially-Aware Concept Bottleneck Models CVPR 2025 Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation ICML 2024 Diffuse Attend and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion CVPR 2024 Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models CVPR 2024 FocSAM: Delving Deeply into Focused Objects in Segmenting Anything CVPR 2024