Learning Memory-guided Normality for Anomaly Detection

30 March 2020

Papers citing "Learning Memory-guided Normality for Anomaly Detection"

50 / 234 papers shown

Title
INP-Former++: Advancing Universal Anomaly Detection via Intrinsic Normal Prototypes and Residual Learning Wei Luo Haiming Yao Yunkang Cao Qiyu Chen Ang Gao Weiming Shen Weihang Zhang 99 0 0 01 Jul 2025
Noise Fusion-based Distillation Learning for Anomaly Detection in Complex Industrial Environments Jiawen Yu Jieji Ren Yang Chang Qiaojun Yu Xuan Tong Boyang Wang Yan Song You Li Xinji Mai Wenqiang Zhang 7 0 0 19 Jun 2025
Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline Yuzhi Huang Chenxin Li H. Zhang Zixu Lin Yunlong Lin ... Xinyu Liu Jiechao Gao Yue Huang Xinghao Ding Yixuan Yuan 102 0 0 05 Jun 2025
MemoryOut: Learning Principal Features via Multimodal Sparse Filtering Network for Semi-supervised Video Anomaly Detection Juntong Li Lingwei Dang Yukun Su Yun Hao Qingxin Xiao Yongwei Nie Qingyao Wu 57 0 0 03 Jun 2025
Towards Scalable Video Anomaly Retrieval: A Synthetic Video-Text Benchmark Shuyu Yang Yilun Wang Yaxiong Wang Li Zhu Zhedong Zheng VGen 57 0 0 02 Jun 2025
Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt Bin-Bin Gao 96 6 0 14 May 2025
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning Bin-Bin Gao VLM 192 0 0 14 May 2025
Learning Real Facial Concepts for Independent Deepfake Detection Ming-Hui Liu Harry Cheng Tianyi Wang Xin Luo Xin-Shun Xu 124 0 0 07 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 226 1 0 20 Apr 2025
VADMamba: Exploring State Space Models for Fast Video Anomaly Detection Jiahao Lyu Minghua Zhao Jing Hu Xuewen Huang Yifei Chen Shuangli Du Mamba 110 0 0 27 Mar 2025
Video Anomaly Detection with Contours - A Study M. Siemon I. Nikolov T. Moeslund Kamal Nasrollahi 3DH 80 0 0 25 Mar 2025
Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection Chunlei Li Yilei Shi Jingliang Hu Xiao Xiang Zhu Lichao Mou MedIm 111 0 0 18 Mar 2025
Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection Wei Luo Yunkang Cao Haiming Yao Xiaotian Zhang Jianan Lou Y. Cheng Nong Sang Wenyong Yu 112 5 0 04 Mar 2025
SHAZAM: Self-Supervised Change Monitoring for Hazard Detection and Mapping Samuel Garske Konrad Heidler Bradley Evans KC Wong Xiao Xiang Zhu 85 0 0 01 Mar 2025
An Expert Ensemble for Detecting Anomalous Scenes, Interactions, and Behaviors in Autonomous Driving Tianchen Ji Neeloy Chakraborty Andre Schreiber Katherine Rose Driggs-Campbell 567 1 0 23 Feb 2025
SAM-LAD: Segment Anything Model Meets Zero-Shot Logic Anomaly Detection Yun Peng Xiao Lin Nachuan Ma Jiayuan Du Chuangwei Liu Chengju Liu Qi Chen 178 3 0 17 Feb 2025
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions Zhengye Yang Richard J. Radke 109 0 0 14 Jan 2025
Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection Andi Xu Hongsong Wang Pinle Ding Jie Gui DiffM VGen 201 2 0 23 Dec 2024
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 134 2 0 12 Dec 2024
Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection Xiaofeng Tan Hongsong Wang Xin Geng Liang Wang DiffM AAML VGen 176 0 0 04 Dec 2024
MIXAD: Memory-Induced Explainable Time Series Anomaly Detection Minha Kim K. Bhaumik A. Ali Simon S. Woo AI4TS 63 1 0 30 Oct 2024
ResAD: A Simple Framework for Class Generalizable Anomaly Detection Xincheng Yao Zhongfu Chen Chao Gao Guangtao Zhai Chongyang Zhang 72 3 0 26 Oct 2024
SSMT: Few-Shot Traffic Forecasting with Single Source Meta-Transfer K. Bhaumik Minha Kim Fahim Faisal Niloy A. Ali Simon S. Woo AI4TS 42 0 0 21 Oct 2024
Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection Jiawen Zhu Yew-Soon Ong Chunhua Shen Guansong Pang 61 1 0 14 Oct 2024
Appearance Blur-driven AutoEncoder and Motion-guided Memory Module for Video Anomaly Detection Jiahao Lyu Minghua Zhao Jing Hu Xuewen Huang Shuangli Du Cheng Shi Zhiyong Lv 44 1 0 26 Sep 2024
VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection Sunghyun Ahn Youngwan Jo Kijung Lee Sanghyun Park 113 5 0 24 Sep 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection Yalong Jiang Liquan Mao 58 0 0 21 Sep 2024
Texture-AD: An Anomaly Detection Dataset and Benchmark for Real Algorithm Development Tianwu Lei Bohan Wang Silin Chen Shurong Cao Ningmu Zou 68 1 0 10 Sep 2024
Adapted-MoE: Mixture of Experts with Test-Time Adaption for Anomaly Detection Tianwu Lei Silin Chen Bohan Wang Zhengkai Jiang Ningmu Zou OOD 103 1 0 09 Sep 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 80 11 0 09 Sep 2024
MsMemoryGAN: A Multi-scale Memory GAN for Palm-vein Adversarial Purification Huafeng Qin Yuming Fu Huiyan Zhang M. El-Yacoubi Xinbo Gao Qun Song Jun Wang GAN AAML 94 0 0 20 Aug 2024
CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection Jihun Yi Sungroh Yoon 51 1 0 06 Aug 2024
Towards Open-World Object-based Anomaly Detection via Self-Supervised Outlier Synthesis Brian K. S. Isaac-Medina Yona Falinie A. Gaus Neelanjan Bhowmik T. Breckon 78 2 0 22 Jul 2024
Bidirectional skip-frame prediction for video anomaly detection with intra-domain disparity-driven attention Jiahao Lyu Minghua Zhao Jing Hu Runtao Xi Xuewen Huang Shuangli Du Cheng Shi Tian Ma 43 1 0 22 Jul 2024
Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models Yuchen Yang Kwonjoon Lee Behzad Dariush Yinzhi Cao Shao-Yuan Lo LRM 99 19 0 14 Jul 2024
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation Sanggeon Yun Ryozo Masukawa Minhyoung Na Mohsen Imani 129 8 0 27 Jun 2024
UMAD: Unsupervised Mask-Level Anomaly Detection for Autonomous Driving Daniel Bogdoll Noël Ollick Tim Joseph J. Marius Zöllner 110 2 0 10 Jun 2024
Hybrid Video Anomaly Detection for Anomalous Scenarios in Autonomous Driving Daniel Bogdoll Jan Imhof Tim Joseph J. Marius Zöllner J. Marius Zöllner 98 3 0 10 Jun 2024
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection Jash Dalvi Ali Dabouei Gunjan Dhanuka Min Xu 83 0 0 05 Jun 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 208 12 0 16 May 2024
MiniMaxAD: A Lightweight Autoencoder for Feature-Rich Anomaly Detection Feng Wang Chengming Liu Lei Shi Haibo Pang 83 2 0 16 May 2024
Exploiting Autoencoder's Weakness to Generate Pseudo Anomalies Marcella Astrid Muhammad Zaigham Zaheer Djamila Aouada Seung-Ik Lee AAML 86 2 0 09 May 2024
Frequency-Guided Multi-Level Human Action Anomaly Detection with Normalizing Flows Shun Maeda Chunzhi Gu Junzhou Yu Shogo Tokai Shangce Gao Chao Zhang 85 0 0 26 Apr 2024
Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection Zhiwei Yang Jing Liu Peng Wu 72 29 0 12 Apr 2024
Context-aware Video Anomaly Detection in Long-Term Datasets Zhengye Yang Richard J. Radke 69 6 0 11 Apr 2024
Dynamic Distinction Learning: Adaptive Pseudo Anomalies for Video Anomaly Detection Demetris Lappas Vasileios Argyriou Dimitrios Makris 62 3 0 07 Apr 2024
Harnessing Large Language Models for Training-free Video Anomaly Detection Luca Zanella Willi Menapace Massimiliano Mancini Yiming Wang Elisa Ricci VLM 107 30 0 01 Apr 2024
Patch Spatio-Temporal Relation Prediction for Video Anomaly Detection Hao Shen Lu Shi Wanru Xu Yigang Cen Linna Zhang Gaoyun An ViT 65 1 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 63 1 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 98 11 0 21 Mar 2024