few-shot segmentation

AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation WACV 2026 Artiverse: A Diverse and Physically Grounded Dataset for Articulated Objects CVPR 2026 Bridging Granularity Gaps: Hierarchical Semantic Learning for Cross-domain Few-shot Segmentation AAAI 2026 Cross-Domain Few-Shot Segmentation via Multi-view Progressive Adaptation CVPR 2026 DOTGraph: CLIP-Driven Feature Disentanglement and Optimal Transport based Graph Learning for Few-Shot Segmentation WACV 2026 Learning Generalizable 3D Medical Image Representations from Mask-Guided Self-Supervision CVPR 2026 MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation WACV 2026 Piercing the Fog: Disentangling Key Features for Vision Models in Multi-Degradation Scenarios AAAI 2026 Training-Free Few-Shot Segmentation via Vision-Language Guided Prompting WACV 2026 Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation ICML 2025 Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining ICCV 2025 Balancing Conservatism and Aggressiveness: Prototype-Affinity Hybrid Network for Few-Shot Segmentation ICCV 2025 DeFSS: Image-to-Mask Denoising Learning for Few-shot Segmentation ICCV 2025 DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation CVPR 2025 Dual-Agent Optimization framework for Cross-Domain Few-Shot Segmentation CVPR 2025 Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation AAAI 2025 Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images WACV 2025 Learning General-purpose Biomedical Volume Representations using Randomized Synthesis ICLR 2025 Object-level Correlation for Few-Shot Segmentation ICCV 2025 SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation AAAI 2025 The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation CVPR 2025 Unlocking the Power of SAM 2 for Few-Shot Segmentation ICML 2025 Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation CVPR 2024 Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement AAAI 2024 Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation CVPR 2024