Decouple and Resolve: Transformer-based Models for Online Anomaly Detection from Weakly Labeled Videos

Keyphrases

• Transformer Model 100%
• Weak Labels 100%
• Online Anomaly Detection 100%
• Temporal Proposal 100%
• Unsupervised Learning 50%
• Snippets 50%
• Learning Paradigm 25%
• Superior Performance 25%
• Two-module 25%
• Temporal Relations 25%
• Transformer-based 25%
• Stage-based 25%
• Public Dataset 25%
• Online Video 25%
• Multi-task Learning 25%
• Pseudo Label 25%
• Supervisory Signal 25%
• Streaming Video 25%
• Historical Observations 25%
• Single-stage Framework 25%
• Video Anomaly Detection 25%
• Intelligent Surveillance 25%
• Plausible Futures 25%
• Anomalous Events 25%
• Binary Label 25%

Computer Science

• Anomaly Detection 100%
• Annotation 50%
• Multitask Learning 50%
• Superior Performance 50%
• Public Data Set 50%
• Streaming Video 50%
• Experimental Result 50%