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D-HSM revolutionizes video understanding by seamlessly integrating structured memory with real-time visual data, leading to substantial performance gains over traditional methods.
Anomaly detection models can now achieve near-perfect accuracy (99.16% AUROC) even when trained with 40% noisy data, thanks to a new memory-distillation technique.