Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly
Detectors

Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors

21 June 2023

Nicolae-Cătălin Ristea

Florinel-Alin Croitoru

Radu Tudor Ionescu

Fahad Shahbaz Khan

Papers citing "Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors"

19 / 19 papers shown

Title
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 38 1 0 20 Apr 2025
Modeling Multiple Normal Action Representations for Error Detection in Procedural Tasks Wei-Jin Huang Yuan-Ming Li Zhi-Wei Xia Yu-Ming Tang Kun-Yu Lin Jian-Fang Hu Wei-Shi Zheng 57 0 0 28 Mar 2025
Anomize: Better Open Vocabulary Video Anomaly Detection Fei Li Wenxuan Liu Jintai Chen Ruixu Zhang Yansen Wang Xian Zhong Zheng Wang 53 0 0 23 Mar 2025
AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM Sunghyun Ahn Youngwan Jo Kijung Lee Sein Kwon Inpyo Hong Sanghyun Park 65 1 0 06 Mar 2025
Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model Hang Zhou Jiale Cai Yuteng Ye Yonghui Feng Chenxing Gao Junqing Yu Zikai Song Wei Yang DiffM VGen 87 1 0 12 Dec 2024
VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection Sunghyun Ahn Youngwan Jo Kijung Lee Sanghyun Park 37 3 0 24 Sep 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 53 6 0 09 Sep 2024
Masked Image Modeling: A Survey Vlad Hondru Florinel-Alin Croitoru Shervin Minaee Radu Tudor Ionescu N. Sebe 72 7 0 13 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 46 9 0 12 Aug 2024
Hybrid Video Anomaly Detection for Anomalous Scenarios in Autonomous Driving Daniel Bogdoll Jan Imhof Tim Joseph J. Marius Zöllner J. Marius Zöllner 57 3 0 10 Jun 2024
Advancing Video Anomaly Detection: A Concise Review and a New Dataset Liyun Zhu Lei Wang Arjun Raj Tom Gedeon Chen Chen 26 14 0 07 Feb 2024
Open-Vocabulary Video Anomaly Detection Peng Wu Xuerong Zhou Guansong Pang Yujia Sun Jing Liu Peng Wang Yanning Zhang VLM 34 22 0 13 Nov 2023
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection Neelu Madan Nicolae-Cătălin Ristea Radu Tudor Ionescu Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT MedIm 270 62 0 25 Sep 2022
Self-Supervised Masking for Unsupervised Anomaly Detection and Localization Chaoqin Huang Qinwei Xu Yanfeng Wang Yu Wang Ya Zhang 39 66 0 13 May 2022
Anomaly Detection via Reverse Distillation from One-Class Embedding Hanqiu Deng Xingyu Li UQCV 123 450 0 26 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 322 7,503 0 11 Nov 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 283 1,992 0 09 Feb 2021
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami Tao Mei Shiníchi Satoh 114 228 0 26 Sep 2017
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 313 39,252 0 01 Sep 2014