conftrace_

few-shot anomaly detection

8 papers

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Also known as

FSAD

Co-occurring keywords

vision-language model (2348) anomaly segmentation (29) industrial anomaly detection (22) anomaly detection (747) few-shot learning (3398) graph neural network (3962) prompt learning (432) multimodal learning (4645) anomaly personalization (1) visual anomaly detection (14)

Papers

Commonality in Few: Few-Shot Multimodal Anomaly Detection via Hypergraph-Enhanced Memory AAAI 2026
Sea-CLIP: Mining Semantic-Aware Representations for Few-Shot Anomaly Detection with CLIP WACV 2026
DE-CLIP: Few-Shot Anomaly Detection via Difference-Guided Embedding Editing ACL 2026
UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection CVPR 2025
Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection AAAI 2025
One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection NIPS 2024
PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection CVPR 2024
Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping CVPR 2024