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most citedMarkovian Linguistic-Temporal Bridge: Unlocking the Potential of LLMs for Time Series Forecasting

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cs.CV2026

ADOPD: Reference-Privileged On-Policy Distillation for MLLM-Based Industrial Anomaly Detection

Jingtai He, Shiyuan Meng, Wenchao Meng +1

Industrial anomaly detection (IAD) requires identifying fine-grained deviations from normal visual patterns. Multimodal large language models (MLLMs) can improve recognition accura…