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        TITLE = "MSAF: Multimodal Supervise-Attention Enhanced Fusion for Video
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        AUTHOR = "Zhang, C. and Li, G.R. and Xu, Q.Q. and Zhang, X.F. and Su, L. and Huang, Q.M.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192346"}

@article{bb196957,
        AUTHOR = "Zhong, Y.H. and Chen, X. and Hu, Y.T. and Tang, P.L. and Ren, F.",
        TITLE = "Bidirectional Spatio-Temporal Feature Learning With Multiscale
Evaluation for Video Anomaly Detection",
        JOURNAL = CirSysVideo,
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        YEAR = "2022",
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        MONTH = "December",
        PAGES = "8285-8296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192347"}

@article{bb196958,
        AUTHOR = "Liu, Y. and Guo, Z.L. and Liu, J. and Li, C.F. and Song, L.",
        TITLE = "OSIN: Object-Centric Scene Inference Network for Unsupervised Video
Anomaly Detection",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192348"}

@article{bb196959,
        AUTHOR = "Li, G. and He, P. and Li, H.B. and Zhang, F.",
        TITLE = "Adversarial composite prediction of normal video dynamics for anomaly
detection",
        JOURNAL = CVIU,
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@article{bb196960,
        AUTHOR = "He, P. and Zhang, F. and Li, G. and Li, H.B.",
        TITLE = "Adversarial and focused training of abnormal videos for
weakly-supervised anomaly detection",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192350"}

@article{bb196961,
        AUTHOR = "Zhou, Q.H. and He, S.B. and Liu, H.Y. and Chen, T. and Chen, J.M.",
        TITLE = "Pull & Push: Leveraging Differential Knowledge Distillation for
Efficient Unsupervised Anomaly Detection and Localization",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2176-2189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192351"}

@article{bb196962,
        AUTHOR = "Amin, J. and Anjum, M.A. and Ibrar, K. and Sharif, M. and Kadry, S. and Crespo, R.G.",
        TITLE = "Detection of anomaly in surveillance videos using quantum
convolutional neural networks",
        JOURNAL = IVC,
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@article{bb196963,
        AUTHOR = "Madan, N. and Ristea, N.C. and Ionescu, R.T. and Nasrollahi, K. and Khan, F.S. and Moeslund, T.B. and Shah, M.",
        TITLE = "Self-Supervised Masked Convolutional Transformer Block for Anomaly
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        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
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        MONTH = "January",
        PAGES = "525-542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192353"}

@inproceedings{bb196964,
        AUTHOR = "Madan, N. and Ristea, N.C. and Ionescu, R.T. and Nasrollahi, K. and Khan, F.S. and Moeslund, T.B. and Shah, M.",
        TITLE = "Self-Supervised Predictive Convolutional Attentive Block for Anomaly
Detection",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "13566-13576",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192354"}

@article{bb196965,
        AUTHOR = "Feng, Y.B. and Gao, J.Y. and Yang, S.C. and Xu, C.S.",
        TITLE = "Spatial-Temporal Exclusive Capsule Network for Open Set Action
Recognition",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "9464-9478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192355"}

@article{bb196966,
        AUTHOR = "Guo, C. and Wang, H.B. and Xia, Y.J. and Feng, G.R.",
        TITLE = "Learning Appearance-Motion Synergy via Memory-Guided Event Prediction
for Video Anomaly Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1519-1531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192356"}

@article{bb196967,
        AUTHOR = "Shi, H.Y. and Wang, L. and Zhou, S.P. and Hua, G. and Tang, W.",
        TITLE = "Abnormal Ratios Guided Multi-Phase Self-Training for
Weakly-Supervised Video Anomaly Detection",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "5575-5587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192357"}

@article{bb196968,
        AUTHOR = "Wu, P. and Liu, J. and He, X. and Peng, Y.X. and Wang, P. and Zhang, Y.N.",
        TITLE = "Toward Video Anomaly Retrieval From Video Anomaly Detection:
New Benchmarks and Model",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "2213-2225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192358"}

@article{bb196969,
        AUTHOR = "Aslam, N. and Kolekar, M.H.",
        TITLE = "TransGANomaly: Transformer based Generative Adversarial Network for
Video Anomaly Detection",
        JOURNAL = JVCIR,
        VOLUME = "100",
        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192359"}

@article{bb196970,
        AUTHOR = "Li, D.H. and Nie, X.S. and Gong, R. and Lin, X.M. and Yu, H.",
        TITLE = "Multi-Branch GAN-Based Abnormal Events Detection via Context Learning
in Surveillance Videos",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3439-3450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192360"}

@article{bb196971,
        AUTHOR = "Yao, H.M. and Yu, W.Y. and Luo, W. and Qiang, Z.F. and Luo, D.H. and Zhang, X.T.",
        TITLE = "Learning Global-Local Correspondence With Semantic Bottleneck for
Logical Anomaly Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3589-3605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192361"}

@article{bb196972,
        AUTHOR = "Yang, Z. and Guo, Y.F. and Wang, J. and Huang, D. and Bao, X. and Wang, Y.H.",
        TITLE = "Towards Video Anomaly Detection in the Real World: A Binarization
Embedded Weakly-Supervised Network",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "4135-4140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192362"}

@article{bb196973,
        AUTHOR = "Yu, S.B. and Zhao, Z.Y. and Fang, H. and Deng, A.D. and Su, H.S. and Wang, D.L. and Gan, W.H. and Lu, C. and Wu, W.",
        TITLE = "Regularity Learning via Explicit Distribution Modeling for Skeletal
Video Anomaly Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6661-6673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192363"}

@article{bb196974,
        AUTHOR = "Sun, S.Y. and Gong, X.J.",
        TITLE = "Event-driven weakly supervised video anomaly detection",
        JOURNAL = IVC,
        VOLUME = "149",
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@article{bb196975,
        AUTHOR = "Sun, S.Y. and Hua, J. and Feng, J. and Wei, D.X. and Lai, B. and Gong, X.J.",
        TITLE = "Delving Into Instance Modeling for Weakly Supervised Video Anomaly
Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7655-7666",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192365"}

@article{bb196976,
        AUTHOR = "Pu, Y.J. and Wu, X.Y. and Yang, L. and Wang, S.J.",
        TITLE = "Learning Prompt-Enhanced Context Features for Weakly-Supervised Video
Anomaly Detection",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192366"}

@article{bb196977,
        AUTHOR = "Park, C. and Kim, D. and Cho, M. and Kim, M. and Lee, M. and Park, S. and Lee, S.Y.",
        TITLE = "Fast video anomaly detection via context-aware shortcut exploration
and abnormal feature distance learning",
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@article{bb196978,
        AUTHOR = "Wang, Z.Y. and Chen, Y.",
        TITLE = "Spatial-temporal sequential network for anomaly detection based on
long short-term magnitude representation",
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@article{bb196979,
        AUTHOR = "Qiu, C. and Kloft, M. and Mandt, S. and Rudolph, M.",
        TITLE = "Self-Supervised Anomaly Detection With Neural Transformations",
        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192369"}

@inproceedings{bb196980,
        AUTHOR = "Im, J. and Son, Y.H. and Hong, J.H.",
        TITLE = "FUN-AD: Fully Unsupervised Learning for Anomaly Detection with Noisy
Training Data",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "9447-9456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192370"}

@inproceedings{bb196981,
        AUTHOR = "Xu, C. and Li, C. and Xing, H.J.",
        TITLE = "Discriminative Score Suppression for Weakly Supervised Video Anomaly
Detection",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "9587-9596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192371"}

@inproceedings{bb196982,
        AUTHOR = "Das, A.S. and Pang, G.S. and Bhuyan, M.",
        TITLE = "Adaptive Deviation Learning for Visual Anomaly Detection with Data
Contamination",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "8863-8872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192372"}

@inproceedings{bb196983,
        AUTHOR = "Hermary, R. and Gaudilliere, V. and Shabayek, A.E.R. and Aouada, D.",
        TITLE = "Removing Geometric Bias in One-Class Anomaly Detection with Adaptive
Feature Perturbation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "6612-6622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192373"}

@inproceedings{bb196984,
        AUTHOR = "Dalvi, J. and Dabouei, A. and Dhanuka, G. and Xu, M.",
        TITLE = "Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly
Detection",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "5439-5448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192374"}

@inproceedings{bb196985,
        AUTHOR = "Yun, S.G. and Masukawa, R. and Na, M. and Imani, M.",
        TITLE = "Missiongnn: Hierarchical Multimodal GNN-Based Weakly Supervised Video
Anomaly Recognition with Mission-Specific Knowledge Graph Generation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "4736-4745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192375"}

@inproceedings{bb196986,
        AUTHOR = "Pastore, V.P. and Ciranni, M. and Marinelli, D. and Odone, F. and Murino, V.",
        TITLE = "Looking at Model Debiasing through the Lens of Anomaly Detection",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "2548-2557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192376"}

@inproceedings{bb196987,
        AUTHOR = "Damm, S. and Laszkiewicz, M. and Lederer, J. and Fischer, A.",
        TITLE = "AnomalyDINO: Boosting Patch-based Few-Shot Anomaly Detection with
DINOv2",
        BOOKTITLE = WACV25,
        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192377"}

@inproceedings{bb196988,
        AUTHOR = "Li, Y.T. and David, A.G. and Liu, F. and Foo, C.S.",
        TITLE = "PromptAD: Zero-shot Anomaly Detection using Text Prompts",
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        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192378"}

@inproceedings{bb196989,
        AUTHOR = "Tan, W.J. and Yao, Q. and Liu, J.F.",
        TITLE = "Overlooked Video Classification in Weakly Supervised Video Anomaly
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@inproceedings{bb196990,
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        TITLE = "A Multi-Head Approach with Shuffled Segments for Weakly-Supervised
Video Anomaly Detection",
        BOOKTITLE = RWSurvil24,
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@inproceedings{bb196991,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192381"}

@inproceedings{bb196992,
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@inproceedings{bb196993,
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@inproceedings{bb196994,
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@inproceedings{bb196995,
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@inproceedings{bb196996,
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@inproceedings{bb196997,
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@inproceedings{bb196998,
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@inproceedings{bb196999,
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