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Text Boosts Multimodal Anomaly Detection

Text Boosts Multimodal Anomaly Detection

Text-guided framework enhances weakly supervised multimodal video anomaly detection. Employs in-context learning for anomaly text augmentation and multi-scale bottleneck Transformer for fusion. Achieves state-of-the-art on UCF-Crime and XD-Violence benchmarks.

ArXiv AIResearchFeb 12#research#text-guided#v1
Anthropic Targets a Record-Breaking IPO

Anthropic Targets a Record-Breaking IPO

Anthropic reportedly expects its IPO to match or exceed SpaceX's record $75 billion raise and could file publicly as soon as the end of this month. The company reportedly recorded an almost $42 billion net loss in 2025, about five times the previous year's figure.

The Next Web (TNW)Media1h ago#ipo#frontier-ai#fundraising