most citedCOLA: Context-aware Language-driven Test-time Adaptation

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cs.CV2025★ 2 cited

COLA: Context-aware Language-driven Test-time Adaptation

Aiming Zhang, Tianyuan Yu, Liang Bai +5

Test-time adaptation (TTA) has gained increasing popularity due to its efficacy in addressing ``distribution shift'' issue while simultaneously protecting data privacy. However, mo…

cs.CV2024

VMAD: Visual-enhanced Multimodal Large Language Model for Zero-Shot Anomaly Detection

Huilin Deng, Hongchen Luo, Wei Zhai +2

Zero-shot anomaly detection (ZSAD) recognizes and localizes anomalies in previously unseen objects by establishing feature mapping between textual prompts and inspection images, de…