Trained Still Wins: Narrowing the Gap to Zero-Shot Video Anomaly Detection
Video anomaly detection has two very different answers to the question of how a detector should acquire its notion of “normal” for a given camera: adapt its parameters to hours of normal footage recorded by that exact camera, or perform no target-scene adaptation at all and rely on frozen, heavily pretrained backbones—...