few-shot learning

AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection AAAI 2026 Adapting In-context Generation for Enhanced Composed Image Retrieval CVPR 2026 Adaptive Data Augmentation with Multi-armed Bandit: Sample-Efficient Embedding Calibration for Implicit Pattern Recognition CVPR 2026 Any Detector Can Detect Anything WACV 2026 ARQUSUMM: Argument-aware Quantitative Summarization of Online Conversations AAAI 2026 A Theory-Inspired Framework for Few-Shot Cross-Modal Sketch Person Re-Identification AAAI 2026 ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs EACL 2026 Attribution as Retrieval: Model-Agnostic AI-Generated Image Attribution CVPR 2026 Basis-Oriented Low-rank Transfer for Few-Shot and Test-Time Adaptation CVPR 2026 Beyond Plain Demos: A Demo-Centric Anchoring Paradigm for In-Context Learning in Alzheimer’s Disease Detection AAAI 2026 Bidirectional Multimodal Prompt Learning with Scale-Aware Training for Few-Shot Multi-Class Anomaly Detection CVPR 2026 Biologically-Inspired Evolutionary Domain Symbiosis for Few-shot and Zero-shot Point Cloud Semantic Segmentation AAAI 2026 Boosting Medical Vision-Language Pretraining via Momentum Self-Distillation under Limited Computing Resources WACV 2026 CASPA: Graph-Structured Concept Anchors for Modality-Agnostic Adaptation in Vision-Language Models CVPR 2026 CASPER: Bridging Discrete and Continuous Prompt Optimization through Feedback-Guided Gradient Descent EACL 2026 ChimeraLoRA: Multi-Head LoRA-Guided Synthetic Datasets CVPR 2026 Chronological Contrastive Learning: Few-Shot Progression Assessment in Irreversible Diseases MIDL 2026 CLIPoint3D: Language-Grounded Few-Shot Unsupervised 3D Point Cloud Domain Adaptation CVPR 2026 CLIP's Visual Embedding Projector is a Few-shot Cornucopia WACV 2026 Complementary Prototype Mapping for Efficient Multimodal Anomaly Detection CVPR 2026 Condensed Data Expansion Using Model Inversion for Knowledge Distillation AAAI 2026 Context-aware Graph Meta-learning AAAI 2026 Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models AAAI 2026 Cross-Lingual Emotion Recognition in Balinese Text using Multilingual-LLMs under Peer-Collaborations Settings EACL 2026 Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams WACV 2026