What methodologies do you employ for anomaly detection in multimodal datasets?
Instruction: Describe the techniques and processes for identifying outliers or anomalies within datasets comprising multiple modalities.
Context: The candidate should discuss their expertise in handling the complexities of anomaly detection in multimodal contexts, ensuring data quality and model integrity.
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For multimodal anomaly detection, I usually look for inconsistencies both within modalities and across them...