few-shot learning

Robot Instance Segmentation with Few Annotations for Grasping WACV 2025 Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context ACL 2025 SAIL: Sample-Centric In-Context Learning for Document Information Extraction AAAI 2025 SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning EMNLP 2025 SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images ICCV 2025 SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning ICCV 2025 SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning CVPR 2025 Seeing 3D Through 2D Lenses: 3D Few-Shot Class-Incremental Learning via Cross-Modal Geometric Rectification ICCV 2025 Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching ACL 2025 Selective Shot Learning for Code Explanation ACL 2025 Self-Contrastive Loop of Thought Method for Text-to-SQL Based on Large Language Model ACL 2025 Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning ICML 2025 Self-Ensembling Gaussian Splatting for Few-Shot Novel View Synthesis ICCV 2025 Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning ACL 2025 Self-Evolving Visual Concept Library using Vision-Language Critics CVPR 2025 Self-Harmonized Chain of Thought NAACL 2025 Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst ACL 2025 Self-Supervised Pre-Training with Diffusion Model for Few-Shot Landmark Detection in X-Ray Images WACV 2025 Semi-automatic Sequential Sentence Classification in the Discourse Analysis Tool Suite NAACL 2025 Show and Segment: Universal Medical Image Segmentation via In-Context Learning CVPR 2025 Sibai: A Few-Shot Meta-Classifier for Poisoning Detection in Federated Learning ICCV 2025 SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection CVPR 2025 Simplified Rewriting Improves Expert Summarization IJCNLP 2025 SLM-Mod: Small Language Models Surpass LLMs at Content Moderation NAACL 2025 SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025