SkyShunsuke/InversionAD

[ICLR 2026] The implementation of the paper Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors

VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision Transformer (CVPR 2026)

Official PyTorch implementation for paper: "Is Training Necessary for Anomaly Detection?"

[CVPR 2025] Official Implementation of "Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection". The first multi-class UAD model that can compete with single-class SOTAs

Official implementation for AnomalyCLIP (ICLR 2024)

UniMMAD: Unified Multi-Modal and Multi-Class Anomaly Detection via MoE-Driven Feature Decompression

[AAAI 2026] The Official Implementation for "Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation"