OpenCodePapers

weakly-supervised-video-anomaly-detection-on

Video Anomaly DetectionWeakly-supervised Video Anomaly Detection
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PaperCodeAUC-ROCFAR-NormalModelNameReleaseDate
Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive Mapping✓ Link97.910.04DDRO2025-06-13
Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive Mapping✓ Link97.860.03DDRO (SSALA)2025-06-13
Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts97.81STPrompt2024-08-12
Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning97.59CLAV-CoMo2023-01-01
Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection✓ Link97.57DMU2023-02-10
Overlooked Video Classification in Weakly Supervised Video Anomaly Detection✓ Link97.54RTFM-BERT2022-10-13
VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection✓ Link97.49VadCLIP2023-08-22
Self-supervised Sparse Representation for Video Anomaly Detection✓ Link97.48S3R2022-10-23
Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning✓ Link97.211.06RTFM2021-01-25
Open-Vocabulary Video Anomaly Detection96.98OPVAD2023-11-13
Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection✓ Link96.78UML2023-03-22
Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection✓ Link96.33OCC-WS2024-01-24
Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection✓ Link96.00BN-SVP2022-03-24
MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection✓ Link94.830.05MIST2021-04-04
Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning✓ Link91.240.10AR-Net2021-04-15
Real-world Anomaly Detection in Surveillance Videos✓ Link85.330.15MIL-Rank2018-01-12
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