@article{bb191600,
        AUTHOR = "Wang, J.Z. and Huang, W. and Wang, S.C. and Dai, P. and Li, Q.Y.",
        TITLE = "LRGAN: Visual anomaly detection using GAN with locality-preferred
recoding",
        JOURNAL = JVCIR,
        VOLUME = "79",
        YEAR = "2021",
        PAGES = "103201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187037"}

@article{bb191601,
        AUTHOR = "Hao, Y. and Li, J. and Wang, N.N. and Wang, X.Y. and Gao, X.B.",
        TITLE = "Spatiotemporal consistency-enhanced network for video anomaly
detection",
        JOURNAL = PR,
        VOLUME = "121",
        YEAR = "2022",
        PAGES = "108232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187038"}

@article{bb191602,
        AUTHOR = "Sun, C. and Jia, Y.D. and Song, H. and Wu, Y.W.",
        TITLE = "Adversarial 3D Convolutional Auto-Encoder for Abnormal Event
Detection in Videos",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "3292-3305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187039"}

@article{bb191603,
        AUTHOR = "Yu, S.H. and Wang, C. and Mao, Q.M. and Li, Y.Q. and Wu, J.F.",
        TITLE = "Cross-Epoch Learning for Weakly Supervised Anomaly Detection in
Surveillance Videos",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "2137-2141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187040"}

@article{bb191604,
        AUTHOR = "Gong, Y.L. and Luo, S. and Wang, C. and Zheng, Y.J.",
        TITLE = "Feature Differentiation Reconstruction Network for Weakly-Supervised
Video Anomaly Detection",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "1462-1466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187041"}

@article{bb191605,
        AUTHOR = "Tao, C.C. and Wang, C. and Lin, S. and Cai, S. and Li, D. and Qian, J.B.",
        TITLE = "Feature Reconstruction With Disruption for Unsupervised Video Anomaly
Detection",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "10160-10173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187042"}

@article{bb191606,
        AUTHOR = "Chen, D.Y. and Yue, L.Y. and Chang, X.Y. and Xu, M. and Jia, T.",
        TITLE = "NM-GAN: Noise-modulated generative adversarial network for video
anomaly detection",
        JOURNAL = PR,
        VOLUME = "116",
        YEAR = "2021",
        PAGES = "107969",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187043"}

@article{bb191607,
        AUTHOR = "Li, B. and Leroux, S. and Simoens, P.",
        TITLE = "Decoupled appearance and motion learning for efficient anomaly
detection in surveillance video",
        JOURNAL = CVIU,
        VOLUME = "210",
        YEAR = "2021",
        PAGES = "103249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187044"}

@article{bb191608,
        AUTHOR = "Zhang, Y. and Nie, X.S. and He, R.D. and Chen, M. and Yin, Y.L.",
        TITLE = "Normality Learning in Multispace for Video Anomaly Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3694-3706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187045"}

@article{bb191609,
        AUTHOR = "Wang, Z.G. and Zhang, Y.J. and Wang, G.J. and Xie, P.W.",
        TITLE = "Main-Auxiliary Aggregation Strategy for Video Anomaly Detection",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "1794-1798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187046"}

@article{bb191610,
        AUTHOR = "Du, S.Y. and Hong, C.Y. and Chen, Y.P. and Cao, Z.G. and Zhang, Z.M.",
        TITLE = "Class-attribute inconsistency learning for novelty detection",
        JOURNAL = PR,
        VOLUME = "126",
        YEAR = "2022",
        PAGES = "108582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187047"}

@article{bb191611,
        AUTHOR = "Shao, W. and Kawakami, R. and Naemura, T.",
        TITLE = "Anomaly Detection Using Spatio-Temporal Context Learned by Video Clip
Sorting",
        JOURNAL = IEICE,
        VOLUME = "E105-D",
        YEAR = "2022",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1094-1102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187048"}

@article{bb191612,
        AUTHOR = "Li, D.H. and Nie, X.S. and Li, X.F. and Zhang, Y. and Yin, Y.L.",
        TITLE = "Context-related video anomaly detection via generative adversarial
network",
        JOURNAL = PRL,
        VOLUME = "156",
        YEAR = "2022",
        PAGES = "183-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187049"}

@article{bb191613,
        AUTHOR = "Fan, Z. and Yi, S.H. and Wu, D. and Song, Y. and Cui, M.J. and Liu, Z.W.",
        TITLE = "Video anomaly detection using CycleGan based on skeleton features",
        JOURNAL = JVCIR,
        VOLUME = "85",
        YEAR = "2022",
        PAGES = "103508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187050"}

@article{bb191614,
        AUTHOR = "Navarro, J. and Martin de Diego, I. and Fernandez, R.R. and Moguerza, J.M.",
        TITLE = "Triangle-based outlier detection",
        JOURNAL = PRL,
        VOLUME = "156",
        YEAR = "2022",
        PAGES = "152-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187051"}

@article{bb191615,
        AUTHOR = "Zhang, Z. and Zhong, S.H. and Fares, A. and Liu, Y.",
        TITLE = "Detecting abnormality with separated foreground and background:
Mutual Generative Adversarial Networks for video abnormal event
detection",
        JOURNAL = CVIU,
        VOLUME = "219",
        YEAR = "2022",
        PAGES = "103416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187052"}

@article{bb191616,
        AUTHOR = "Avola, D. and Cannistraci, I. and Cascio, M. and Cinque, L. and Diko, A. and Fagioli, A. and Foresti, G.L. and Lanzino, R. and Mancini, M. and Mecca, A. and Pannone, D.",
        TITLE = "A Novel GAN-Based Anomaly Detection and Localization Method for
Aerial Video Surveillance at Low Altitude",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "16",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187053"}

@article{bb191617,
        AUTHOR = "Yi, S.H. and Fan, Z. and Wu, D.",
        TITLE = "Batch feature standardization network with triplet loss for
weakly-supervised video anomaly detection",
        JOURNAL = IVC,
        VOLUME = "120",
        YEAR = "2022",
        PAGES = "104397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187054"}

@article{bb191618,
        AUTHOR = "Slavic, G. and Baydoun, M. and Campo, D. and Marcenaro, L. and Regazzoni, C.",
        TITLE = "Multilevel Anomaly Detection Through Variational Autoencoders and
Bayesian Models for Self-Aware Embodied Agents",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "1399-1414",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187055"}

@article{bb191619,
        AUTHOR = "Zhou, D. and Chen, W.G. and Guo, C.S. and Zhang, M.",
        TITLE = "Batch quadratic programming network with maximum entropy constraint
for anomaly detection",
        JOURNAL = IET-CV,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "230-240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187056"}

@article{bb191620,
        AUTHOR = "Maziarka, L. and Smieja, M. and Sendera, M. and Struski, L. and Tabor, J. and Spurek, P.",
        TITLE = "OneFlow: One-Class Flow for Anomaly Detection Based on a Minimal
Volume Region",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "8508-8519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187057"}

@article{bb191621,
        AUTHOR = "Georgescu, M.I. and Ionescu, R.T. and Khan, F.S. and Popescu, M. and Shah, M.",
        TITLE = "A Background-Agnostic Framework With Adversarial Training for
Abnormal Event Detection in Video",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4505-4523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187058"}

@article{bb191622,
        AUTHOR = "Barbalau, A. and Ionescu, R.T. and Georgescu, M.I. and Dueholm, J. and Ramachandra, B. and Nasrollahi, K. and Khan, F.S. and Moeslund, T.B. and Shah, M.",
        TITLE = "SSMTL++: Revisiting self-supervised multi-task learning for video
anomaly detection",
        JOURNAL = CVIU,
        VOLUME = "229",
        YEAR = "2023",
        PAGES = "103656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187059"}

@inproceedings{bb191623,
        AUTHOR = "Georgescu, M.I. and Barbalau, A. and Ionescu, R.T. and Khan, F.S. and Popescu, M. and Shah, M.",
        TITLE = "Anomaly Detection in Video via Self-Supervised and Multi-Task
Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "12737-12747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187060"}

@article{bb191624,
        AUTHOR = "Croitoru, F.A. and Ristea, N.C. and Dscalescu, D. and Ionescu, R.T. and Khan, F.S. and Shah, M.",
        TITLE = "Lightning fast video anomaly detection via multi-scale adversarial
distillation",
        JOURNAL = CVIU,
        VOLUME = "247",
        YEAR = "2024",
        PAGES = "104074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187061"}

@article{bb191625,
        AUTHOR = "Luo, W.X. and Liu, W. and Lian, D.Z. and Gao, S.H.",
        TITLE = "Future Frame Prediction Network for Video Anomaly Detection",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7505-7520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187062"}

@inproceedings{bb191626,
        AUTHOR = "Liu, W. and Luo, W.X. and Lian, D.Z. and Gao, S.H.",
        TITLE = "Future Frame Prediction for Anomaly Detection - A New Baseline",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "6536-6545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187063"}

@article{bb191627,
        AUTHOR = "Wei, D.L. and Liu, Y. and Zhu, X.G. and Liu, J. and Zeng, X.H.",
        TITLE = "MSAF: Multimodal Supervise-Attention Enhanced Fusion for Video
Anomaly Detection",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "2178-2182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187064"}

@article{bb191628,
        AUTHOR = "Zhang, C. and Li, G.R. and Xu, Q.Q. and Zhang, X.F. and Su, L. and Huang, Q.M.",
        TITLE = "Weakly Supervised Anomaly Detection in Videos Considering the
Openness of Events",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "21687-21699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187065"}

@article{bb191629,
        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,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8285-8296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187066"}

@article{bb191630,
        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",
        JOURNAL = SPLetters,
        VOLUME = "30",
        YEAR = "2023",
        PAGES = "359-363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187067"}

@article{bb191631,
        AUTHOR = "Li, G. and He, P. and Li, H. and Zhang, F.",
        TITLE = "Adversarial composite prediction of normal video dynamics for anomaly
detection",
        JOURNAL = CVIU,
        VOLUME = "232",
        YEAR = "2023",
        PAGES = "103686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187068"}

@article{bb191632,
        AUTHOR = "He, P. and Zhang, F. and Li, G. and Li, H.",
        TITLE = "Adversarial and focused training of abnormal videos for
weakly-supervised anomaly detection",
        JOURNAL = PR,
        VOLUME = "147",
        YEAR = "2024",
        PAGES = "110119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187069"}

@article{bb191633,
        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#TT187070"}

@article{bb191634,
        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,
        VOLUME = "135",
        YEAR = "2023",
        PAGES = "104710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187071"}

@article{bb191635,
        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
Detection",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "525-542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187072"}

@inproceedings{bb191636,
        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#TT187073"}

@article{bb191637,
        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#TT187074"}

@article{bb191638,
        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#TT187075"}

@article{bb191639,
        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#TT187076"}

@article{bb191640,
        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#TT187077"}

@article{bb191641,
        AUTHOR = "Aslam, N. and Kolekar, M.H.",
        TITLE = "TransGANomaly: Transformer based Generative Adversarial Network for
Video Anomaly Detection",
        JOURNAL = JVCIR,
        VOLUME = "100",
        YEAR = "2024",
        PAGES = "104108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187078"}

@article{bb191642,
        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#TT187079"}

@article{bb191643,
        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#TT187080"}

@article{bb191644,
        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#TT187081"}

@article{bb191645,
        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#TT187082"}

@article{bb191646,
        AUTHOR = "Sun, S.Y. and Gong, X.J.",
        TITLE = "Event-driven weakly supervised video anomaly detection",
        JOURNAL = IVC,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "105169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187083"}

@article{bb191647,
        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",
        PAGES = "4923-4936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187084"}

@article{bb191648,
        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",
        JOURNAL = PR,
        VOLUME = "157",
        YEAR = "2025",
        PAGES = "110877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187085"}

@article{bb191649,
        AUTHOR = "Wang, Z.Y. and Chen, Y.",
        TITLE = "Spatial-temporal sequential network for anomaly detection based on
long short-term magnitude representation",
        JOURNAL = IVC,
        VOLUME = "154",
        YEAR = "2025",
        PAGES = "105388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187086"}

@article{bb191650,
        AUTHOR = "Qiu, C. and Kloft, M. and Mandt, S. and Rudolph, M.",
        TITLE = "Self-Supervised Anomaly Detection With Neural Transformations",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2170-2185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187087"}

@inproceedings{bb191651,
        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#TT187088"}

@inproceedings{bb191652,
        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#TT187089"}

@inproceedings{bb191653,
        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#TT187090"}

@inproceedings{bb191654,
        AUTHOR = "Lagos, J. and Ali, H. and Faroque, A. and Rahtu, E.",
        TITLE = "Heterogeneous Datasets for Unsupervised Image Anomaly Detection",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7266-7276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187091"}

@inproceedings{bb191655,
        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#TT187092"}

@inproceedings{bb191656,
        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#TT187093"}

@inproceedings{bb191657,
        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#TT187094"}

@inproceedings{bb191658,
        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#TT187095"}

@inproceedings{bb191659,
        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",
        PAGES = "1319-1329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187096"}

@inproceedings{bb191660,
        AUTHOR = "Li, Y.T. and David, A.G. and Liu, F. and Foo, C.S.",
        TITLE = "PromptAD: Zero-shot Anomaly Detection using Text Prompts",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1082-1091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187097"}

@inproceedings{bb191661,
        AUTHOR = "Tan, W.J. and Yao, Q. and Liu, J.F.",
        TITLE = "Overlooked Video Classification in Weakly Supervised Video Anomaly
Detection",
        BOOKTITLE = RWSurvil24,
        YEAR = "2024",
        PAGES = "212-220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187098"}

@inproceedings{bb191662,
        AUTHOR = "AlMarri, S. and Zaheer, M.Z. and Nandakumar, K.",
        TITLE = "A Multi-Head Approach with Shuffled Segments for Weakly-Supervised
Video Anomaly Detection",
        BOOKTITLE = RWSurvil24,
        YEAR = "2024",
        PAGES = "132-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187099"}

@inproceedings{bb191663,
        AUTHOR = "Majhi, S. and Dai, R. and Kong, Q. and Garattoni, L. and Francesca, G. and Bremond, F.",
        TITLE = "OE-CTST: Outlier-Embedded Cross Temporal Scale Transformer for
Weakly-supervised Video Anomaly Detection",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "8559-8568",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187100"}

@inproceedings{bb191664,
        AUTHOR = "Karim, H. and Doshi, K. and Yilmaz, Y.",
        TITLE = "Real-Time Weakly Supervised Video Anomaly Detection",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "6834-6842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187101"}

@inproceedings{bb191665,
        AUTHOR = "Al Lahham, A. and Tastan, N. and Zaheer, M.Z. and Nandakumar, K.",
        TITLE = "A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised
Video Anomaly Detection",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "6779-6788",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187102"}

@inproceedings{bb191666,
        AUTHOR = "Duka, E. and Kukleva, A. and Schiele, B.",
        TITLE = "Leveraging Self-supervised Training for Unintentional Action
Recognition",
        BOOKTITLE = SelfLearn22,
        YEAR = "2022",
        PAGES = "69-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187103"}

@inproceedings{bb191667,
        AUTHOR = "Park, S. and Kim, H. and Kim, M. and Kim, D. and Sohn, K.H.",
        TITLE = "Normality Guided Multiple Instance Learning for Weakly Supervised
Video Anomaly Detection",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2664-2673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187104"}

@inproceedings{bb191668,
        AUTHOR = "Doshi, K. and Yilmaz, Y.",
        TITLE = "Towards Interpretable Video Anomaly Detection",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2654-2663",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187105"}

@inproceedings{bb191669,
        AUTHOR = "Doshi, K. and Yilmaz, Y.",
        TITLE = "Any-Shot Sequential Anomaly Detection in Surveillance Videos",
        BOOKTITLE = VL3W20,
        YEAR = "2020",
        PAGES = "4037-4042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187106"}

@inproceedings{bb191670,
        AUTHOR = "Khazaie, V.R. and Wong, A. and Jewell, J.T. and Mohsenzadeh, Y.",
        TITLE = "Anomaly Detection with Adversarially Learned Perturbations of Latent
Space",
        BOOKTITLE = CRV22,
        YEAR = "2022",
        PAGES = "183-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187107"}

@inproceedings{bb191671,
        AUTHOR = "Kirchheim, K. and Filax, M. and Ortmeier, F.",
        TITLE = "Multi-Class Hypersphere Anomaly Detection",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2636-2642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187108"}

@inproceedings{bb191672,
        AUTHOR = "Lee, J. and Nam, W.J. and Lee, S.W.",
        TITLE = "Multi-Contextual Predictions with Vision Transformer for Video
Anomaly Detection",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1012-1018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187109"}

@inproceedings{bb191673,
        AUTHOR = "Li, Y. and Song, X.N. and Xu, T.Y. and Feng, Z.H.",
        TITLE = "Memory-Token Transformer for Unsupervised Video Anomaly Detection",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3325-3332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187110"}

@inproceedings{bb191674,
        AUTHOR = "Li, J.Z. and Lian, Z.C. and Li, M.",
        TITLE = "A Novel Contrastive Learning Framework for Self-Supervised Anomaly
Detection",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3366-3370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187111"}

@inproceedings{bb191675,
        AUTHOR = "Zhuang, Z.S. and Zhang, J.H. and Xiao, L. and Ma, T.L. and He, L.",
        TITLE = "PGTNet: Prototype Guided Transfer Network for Few-Shot Anomaly
Localization",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2321-2325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187112"}

@inproceedings{bb191676,
        AUTHOR = "Watanabe, Y. and Okabe, M. and Harada, Y. and Kashima, N.",
        TITLE = "Real-World Video Anomaly Detection by Extracting Salient Features",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "891-895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187113"}

@inproceedings{bb191677,
        AUTHOR = "Li, G.Q. and Cai, G.X. and Zeng, X.Y. and Zhao, R.",
        TITLE = "Scale-Aware Spatio-Temporal Relation Learning for Video Anomaly
Detection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "IV:333-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187114"}

@inproceedings{bb191678,
        AUTHOR = "Wang, G. and Zhan, Y.B. and Wang, X.C. and Song, M.L. and Nahrstedt, K.",
        TITLE = "Hierarchical Semi-supervised Contrastive Learning for
Contamination-Resistant Anomaly Detection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXV:110-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187115"}

@inproceedings{bb191679,
        AUTHOR = "Mumcu, F. and Doshi, K. and Yilmaz, Y.",
        TITLE = "Adversarial Machine Learning Attacks Against Video Anomaly Detection
Systems",
        BOOKTITLE = ArtOfRobust22,
        YEAR = "2022",
        PAGES = "205-212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187116"}

@inproceedings{bb191680,
        AUTHOR = "Al lahham, A. and Zaheer, M.Z. and Tastan, N. and Nandakumar, K.",
        TITLE = "Collaborative Learning of Anomalies with Privacy (CLAP) for
Unsupervised Video Anomaly Detection: A New Baseline",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12416-12425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187117"}

@inproceedings{bb191681,
        AUTHOR = "Zaheer, M.Z. and Mahmood, A. and Khan, M.H. and Segu, M. and Yu, F. and Lee, S.I.",
        TITLE = "Generative Cooperative Learning for Unsupervised Video Anomaly
Detection",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14724-14734",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187118"}

@inproceedings{bb191682,
        AUTHOR = "Deng, H.Q. and Li, X.Y.",
        TITLE = "Anomaly Detection via Reverse Distillation from One-Class Embedding",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9727-9736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187119"}

@inproceedings{bb191683,
        AUTHOR = "Ding, C. and Pang, G.S. and Shen, C.H.",
        TITLE = "Catching Both Gray and Black Swans:
Open-set Supervised Anomaly Detection*",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7378-7388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187120"}

@inproceedings{bb191684,
        AUTHOR = "Acsintoae, A. and Florescu, A. and Georgescu, M.I. and Mare, T. and Sumedrea, P. and Ionescu, R.T. and Khan, F.S. and Shah, M.",
        TITLE = "UBnormal: New Benchmark for Supervised Open-Set Video Anomaly
Detection",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "20111-20121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187121"}

@inproceedings{bb191685,
        AUTHOR = "Sevyeri, L.R. and Fevens, T.",
        TITLE = "AD-CGAN: Contrastive Generative Adversarial Network for Anomaly
Detection",
        BOOKTITLE = CIAP22,
        YEAR = "2022",
        PAGES = "I:322-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187122"}

@inproceedings{bb191686,
        AUTHOR = "Bao, W.T. and Yu, Q. and Kong, Y.",
        TITLE = "Evidential Deep Learning for Open Set Action Recognition",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "13329-13338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187123"}

@inproceedings{bb191687,
        AUTHOR = "Liu, G.L. and Lan, S.Y. and Zhang, T. and Huang, W.K. and Wang, W.W.",
        TITLE = "SAGAN: Skip-Attention GAN for Anomaly Detection",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2468-2472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187124"}

@inproceedings{bb191688,
        AUTHOR = "Astrid, M. and Zaheer, M.Z. and Lee, S.I.",
        TITLE = "Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection",
        BOOKTITLE = RSLCV21,
        YEAR = "2021",
        PAGES = "207-214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187125"}

@inproceedings{bb191689,
        AUTHOR = "Madan, N. and Farkhondeh, A. and Nasrollahi, K. and Escalera, S. and Moeslund, T.B.",
        TITLE = "Temporal Cues from Socially Unacceptable Trajectories for Anomaly
Detection",
        BOOKTITLE = DYAD21,
        YEAR = "2021",
        PAGES = "2150-2158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187126"}

@inproceedings{bb191690,
        AUTHOR = "Carrara, F. and Amato, G. and Brombin, L. and Falchi, F. and Gennaro, C.",
        TITLE = "Combining GANs and AutoEncoders for efficient anomaly detection",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "3939-3946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187127"}

@inproceedings{bb191691,
        AUTHOR = "Collin, A.S. and de Vleeschouwer, C.",
        TITLE = "Improved anomaly detection by training an autoencoder with skip
connections on images corrupted with Stain-shaped noise",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7915-7922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187128"}

@inproceedings{bb191692,
        AUTHOR = "Rippel, O. and Mertens, P. and Merhof, D.",
        TITLE = "Modeling the Distribution of Normal Data in Pre-Trained Deep Features
for Anomaly Detection",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6726-6733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187129"}

@inproceedings{bb191693,
        AUTHOR = "Perera, P. and Patel, V.M.",
        TITLE = "A Joint Representation Learning and Feature Modeling Approach for
One-class Recognition",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6600-6607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187130"}

@inproceedings{bb191694,
        AUTHOR = "Wu, J.C. and Chen, D.J. and Fuh, C.S. and Liu, T.L.",
        TITLE = "Learning Unsupervised Metaformer for Anomaly Detection",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "4349-4358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187131"}

@inproceedings{bb191695,
        AUTHOR = "Tian, Y. and Pang, G.S. and Chen, Y.H. and Singh, R. and Verjans, J.W. and Carneiro, G.",
        TITLE = "Weakly-supervised Video Anomaly Detection with Robust Temporal
Feature Magnitude Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "4955-4966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187132"}

@inproceedings{bb191696,
        AUTHOR = "Sheynin, S. and Benaim, S. and Wolf, L.B.",
        TITLE = "A Hierarchical Transformation-Discriminating Generative Model for Few
Shot Anomaly Detection",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8475-8484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187133"}

@inproceedings{bb191697,
        AUTHOR = "Szymanowicz, S. and Charles, J. and Cipolla, R.",
        TITLE = "Discrete neural representations for explainable anomaly detection",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1506-1514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187134"}

@inproceedings{bb191698,
        AUTHOR = "Doshi, K. and Yilmaz, Y.",
        TITLE = "A Modular and Unified Framework for Detecting and Localizing Video
Anomalies",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "3007-3016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187135"}

@inproceedings{bb191699,
        AUTHOR = "Tsai, C.C. and Wu, T.H. and Lai, S.H.",
        TITLE = "Multi-Scale Patch-Based Representation Learning for Image Anomaly
Detection and Segmentation",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "3065-3073",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT187136"}

Last update:Jul 7, 2025 at 14:35:55