{"total":17,"rows":[{"id":"2409.06305","title":"High-Performance Few-Shot Segmentation with Foundation Models: An Empirical Study","created":"2024-09-10","cited_by_count":3,"area":null},{"id":"2603.23104","title":"NeuroSeg Meets DINOv3: Transferring 2D Self-Supervised Visual Priors to 3D Neuron Segmentation via DINOv3 Initialization","created":"2026-03-24","cited_by_count":2,"area":null},{"id":"2412.17601","title":"AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation","created":"2024-12-23","cited_by_count":1,"area":null},{"id":"2504.07942","title":"MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation","created":"2025-04-10","cited_by_count":1,"area":null},{"id":"2507.02294","title":"ViRefSAM: Visual Reference-Guided Segment Anything Model for Remote Sensing Segmentation","created":"2025-07-03","cited_by_count":1,"area":null},{"id":"2507.19140","title":"Balancing Conservatism and Aggressiveness: Prototype-Affinity Hybrid Network for Few-Shot Segmentation","created":"2025-07-25","cited_by_count":1,"area":null},{"id":"2606.24297","title":"Training-free Cross-domain Few-shot Segmentation via Robust Semantic Representation and Matching","created":"2026-06-23","cited_by_count":1,"area":null},{"id":"2411.11917","title":"FCC: Fully Connected Correlation for One-Shot Segmentation","created":"2024-11-18","cited_by_count":0,"area":null},{"id":"2504.11164","title":"Learning Attribute-aware Representations for Few-shot Scene Text Segmentation","created":"2025-04-15","cited_by_count":0,"area":null},{"id":"2507.23642","title":"Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation","created":"2025-07-31","cited_by_count":0,"area":null},{"id":"2511.15515","title":"Multi-Text Guided Few-Shot Semantic Segmentation","created":"2025-11-19","cited_by_count":0,"area":null},{"id":"2511.16435","title":"Beyond Visual Cues: Leveraging General Semantics as Support for Few-Shot Segmentation","created":"2025-11-20","cited_by_count":0,"area":null},{"id":"2604.10637","title":"Language Prompt vs. Image Enhancement: Boosting Object Detection With CLIP in Hazy Environments","created":"2026-04-12","cited_by_count":0,"area":null},{"id":"2606.24296","title":"Hierarchical Spatial and Channel Aggregation for Cross-domain Few-shot Segmentation","created":"2026-06-23","cited_by_count":0,"area":null},{"id":"2607.05257","title":"GeoFlow: Geo-Aware Modeling of Inter-Area Relationships in Origin-Destination Flow Prediction and Generation","created":"2026-07-06","cited_by_count":0,"area":null},{"id":"2609.21424","title":"P$^3$-SAM: SAM with Perceptual Parallel Prompt for Few-Shot Strip Steel Surface Defect Segmentation","created":"2026-09-18","cited_by_count":0,"area":null},{"id":"2609.28949","title":"Exploiting Target Knowledge from MLLMs for Robust Few-Shot Segmentation","created":"2026-09-24","cited_by_count":0,"area":null}],"next_cursor":null}