Weakly Supervised From survey PDF — verify links
Federated-WVAD
Federated-WVAD — Prompt-Enhanced MIL
AAAI · 2025Human-reviewed summary status
Survey summary
Federated weakly supervised VAD that replaces manual text prompts with a text-prompt generator conditioned on global anomaly-related context and personalized local visual context, letting clients train on private surveillance data without sharing raw video.
Taxonomy placement
Weakly Supervised
Weakly SupervisedPrompt-Enhanced MIL
Method characteristics
Weakly SupervisedFederated learningMultimodal prompt