conftrace_

few-shot segmentation

58 papers

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Also known as

FSS

Co-occurring keywords

semantic segmentation (3186) few-shot learning (3398) prototype learning (405) image segmentation (971) attention mechanism (4001) cross-domain adaptation (112) medical image segmentation (351) domain adaptation (4595) segment anything model (118) novel class (20)

Papers

DOTGraph: CLIP-Driven Feature Disentanglement and Optimal Transport based Graph Learning for Few-Shot Segmentation WACV 2026
Bridging Granularity Gaps: Hierarchical Semantic Learning for Cross-domain Few-shot Segmentation AAAI 2026
Training-Free Few-Shot Segmentation via Vision-Language Guided Prompting WACV 2026
Piercing the Fog: Disentangling Key Features for Vision Models in Multi-Degradation Scenarios AAAI 2026
AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation WACV 2026
MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation WACV 2026
The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation CVPR 2025
DeFSS: Image-to-Mask Denoising Learning for Few-shot Segmentation ICCV 2025
Dual-Agent Optimization framework for Cross-Domain Few-Shot Segmentation CVPR 2025
Object-level Correlation for Few-Shot Segmentation ICCV 2025
Balancing Conservatism and Aggressiveness: Prototype-Affinity Hybrid Network for Few-Shot Segmentation ICCV 2025
Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation AAAI 2025
Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining ICCV 2025
Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared Images WACV 2025
DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation CVPR 2025
SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation AAAI 2025
Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation CVPR 2024
Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation CVPR 2024
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach CVPR 2024
Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation CVPR 2024
Pixel Matching Network for Cross-Domain Few-Shot Segmentation WACV 2024
Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation CVPR 2024
Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement AAAI 2024
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection AAAI 2024
LLaFS: When Large Language Models Meet Few-Shot Segmentation CVPR 2024