Anomaly Detection in Video via Self-Supervised and Multi-Task Learning

15 November 2020

Mariana-Iuliana Georgescu

Papers citing "Anomaly Detection in Video via Self-Supervised and Multi-Task Learning"

50 / 120 papers shown

Title
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning Bin-Bin Gao VLM 22 0 0 14 May 2025
Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt Bin-Bin Gao 25 4 0 14 May 2025
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 59 0 0 05 May 2025
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches Guodong Shen Yuqi Ouyang Junru Lu Yixuan Yang Victor Sanchez 33 1 0 20 Apr 2025
Video Anomaly Detection with Contours - A Study M. Siemon I. Nikolov T. Moeslund Kamal Nasrollahi 3DH 50 0 0 25 Mar 2025
Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models Nguyen H K. Do Truc Nguyen Malik Hassanaly Raed Alharbi Jung Taek Seo My T. Thai 49 0 0 09 Mar 2025
Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review Ufaq Khan Umair Nawaz A. Qayyum Shazad Ashraf Muhammad Bilal Junaid Qadir 76 0 0 24 Feb 2025
ComplexVAD: Detecting Interaction Anomalies in Video Furkan Mumcu Michael J. Jones Yasin Yilmaz A. Cherian 46 0 0 17 Jan 2025
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions Zhengye Yang Richard J. Radke 43 0 0 14 Jan 2025
Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection Xiaofeng Tan Hongsong Wang Xin Geng Liang Wang DiffM AAML VGen 86 0 0 04 Dec 2024
TeG: Temporal-Granularity Method for Anomaly Detection with Attention in Smart City Surveillance Erkut Akdag Egor Bondarev Peter H. N. de With 26 0 0 17 Nov 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection Yalong Jiang Liquan Mao 21 0 0 21 Sep 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 37 6 0 09 Sep 2024
Temporal Divide-and-Conquer Anomaly Actions Localization in Semi-Supervised Videos with Hierarchical Transformer Nada Osman Marwan Torki 21 1 0 24 Aug 2024
Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts Peng Wu Xuerong Zhou Guansong Pang Zhiwei Yang Qingsen Yan Peng Wang Yanning Zhang 28 9 0 12 Aug 2024
CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection Jihun Yi Sungroh Yoon 19 1 0 06 Aug 2024
Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection Simplified M. Siemon T. Moeslund Barry Norton Kamal Nasrollahi 31 3 0 08 Jul 2024
FANFOLD: Graph Normalizing Flows-driven Asymmetric Network for Unsupervised Graph-Level Anomaly Detection Rui Cao Shijie Xue Jindong Li Qi Wang Yi Chang 27 1 0 29 Jun 2024
A Survey on Machine Unlearning: Techniques and New Emerged Privacy Risks Hengzhu Liu Ping Xiong Tianqing Zhu Philip S. Yu 27 6 0 10 Jun 2024
DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection Ruituo Wu Yang Chen Jian Xiao Bing Li Jicong Fan Frédéric Dufaux Ce Zhu Yipeng Liu 29 0 0 05 Jun 2024
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection Jash Dalvi Ali Dabouei Gunjan Dhanuka Min Xu 18 0 0 05 Jun 2024
Video Anomaly Detection in 10 Years: A Survey and Outlook Moshira Abdalla Sajid Javed Muaz Al Radi Anwaar Ulhaq N. Werghi 38 2 0 29 May 2024
Qsco: A Quantum Scoring Module for Open-set Supervised Anomaly Detection Yifeng Peng Xinyi Li Zhiding Liang Ying Wang 44 0 0 25 May 2024
Networking Systems for Video Anomaly Detection: A Tutorial and Survey Jing Liu Yang Liu Jieyu Lin Jielin Li Peng Sun Bo Hu Liang Song Azzedine Boukerche Victor C.M. Leung Victor C.M. Leung 43 10 0 16 May 2024
Exploiting Autoencoder's Weakness to Generate Pseudo Anomalies Marcella Astrid Muhammad Zaigham Zaheer Djamila Aouada Seung-Ik Lee AAML 43 1 0 09 May 2024
Evaluating the Effectiveness of Video Anomaly Detection in the Wild: Online Learning and Inference for Real-world Deployment S. Yao Ghazal Alinezhad Noghre Armin Danesh Pazho Hamed Tabkhi 24 2 0 29 Apr 2024
An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction Ghazal Alinezhad Noghre Armin Danesh Pazho Hamed Tabkhi 27 15 0 29 Apr 2024
Frequency-Guided Multi-Level Human Action Anomaly Detection with Normalizing Flows Shun Maeda Chunzhi Gu Junzhou Yu Shogo Tokai Shangce Gao Chao Zhang 24 0 0 26 Apr 2024
uTRAND: Unsupervised Anomaly Detection in Traffic Trajectories Giacomo DÁmicantonio Egor Bondarau Peter H. N. de With AI4TS 42 0 0 19 Apr 2024
Context-aware Video Anomaly Detection in Long-Term Datasets Zhengye Yang Richard J. Radke 28 6 0 11 Apr 2024
Patch Spatio-Temporal Relation Prediction for Video Anomaly Detection Hao Shen Lu Shi Wanru Xu Yigang Cen Linna Zhang Gaoyun An ViT 23 0 0 28 Mar 2024
Constricting Normal Latent Space for Anomaly Detection with Normal-only Training Data Marcella Astrid Muhammad Zaigham Zaheer Seung-Ik Lee UQCV 23 0 0 24 Mar 2024
MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection Jakub Micorek Horst Possegger Dominik Narnhofer Horst Bischof Mateusz Koziñski 16 6 0 21 Mar 2024
Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection Chenchen Tao Chong Wang Yuexian Zou Xiaohao Peng Jiafei Wu Jiangbo Qian 32 2 0 02 Mar 2024
Advancing Video Anomaly Detection: A Concise Review and a New Dataset Liyun Zhu Lei Wang Arjun Raj Tom Gedeon Chen Chen 21 12 0 07 Feb 2024
Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection Yongwei Nie Hao Huang Chengjiang Long Qing Zhang Pradipta Maji Hongmin Cai 26 1 0 24 Jan 2024
A brief introduction to a framework named Multilevel Guidance-Exploration Network Guoqing Yang Zhiming Luo Jianzhe Gao Yingxin Lai Kun Yang Yifan He Shaozi Li 3DH 26 0 0 07 Dec 2023
Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach Ayush Rai Tarun Krishna Feiyan Hu Alexandru Drimbarean Kevin McGuinness A. Smeaton Noel E. O'Connor 37 1 0 27 Nov 2023
BatchNorm-based Weakly Supervised Video Anomaly Detection Yixuan Zhou Yi Qu Xing Xu Fumin Shen Jingkuan Song Hengtao Shen 20 18 0 26 Nov 2023
Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection Lei Fan Yiwen Ding Dongdong Fan Yong Wu M. Pagnucco Yang Song 20 5 0 20 Nov 2023
Open-Vocabulary Video Anomaly Detection Peng Wu Xuerong Zhou Guansong Pang Yujia Sun Jing Liu Peng Wang Yanning Zhang VLM 32 21 0 13 Nov 2023
Holistic Representation Learning for Multitask Trajectory Anomaly Detection Alexandros Stergiou B. D. Weerdt Nikos Deligiannis 43 13 0 03 Nov 2023
Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection Jiawen Zhu Choubo Ding Yu Tian Guansong Pang 40 12 0 19 Oct 2023
Beyond the Benchmark: Detecting Diverse Anomalies in Videos Yoav Arad Michael Werman 16 2 0 03 Oct 2023
Human Kinematics-inspired Skeleton-based Video Anomaly Detection Jian Xiao Tianyuan Liu Genlin Ji 3DH 17 2 0 27 Sep 2023
Divide and Conquer in Video Anomaly Detection: A Comprehensive Review and New Approach Jian Xiao Tianyuan Liu G. Ji 11 6 0 26 Sep 2023
Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning Yucong Zhang Hongbin Suo Yulong Wan Ming Li 24 4 0 14 Sep 2023
Reasonable Anomaly Detection in Long Sequences Yalong Jiang Changkang Li AI4TS 32 0 0 06 Sep 2023
Future Video Prediction from a Single Frame for Video Anomaly Detection M. Baradaran R. Bergevin 19 3 0 15 Aug 2023
Survey on video anomaly detection in dynamic scenes with moving cameras Runyu Jiao Yi Wan Fabio Poiesi Yiming Wang 27 9 0 14 Aug 2023