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2003.13228
Cited By
Learning Memory-guided Normality for Anomaly Detection
Computer Vision and Pattern Recognition (CVPR), 2020
30 March 2020
Hyunjong Park
Jongyoun Noh
Bumsub Ham
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Papers citing
"Learning Memory-guided Normality for Anomaly Detection"
50 / 254 papers shown
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Qijun Shi
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Learning Time in Static Classifiers
Xi Ding
Lei Wang
Piotr Koniusz
Yongsheng Gao
161
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VADER: Towards Causal Video Anomaly Understanding with Relation-Aware Large Language Models
Ying Cheng
Y. Lin
Min-Hung Chen
Fu-En Yang
S. Lai
278
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10 Nov 2025
M2S2L: Mamba-based Multi-Scale Spatial-temporal Learning for Video Anomaly Detection
Yang Liu
Boan Chen
Xiaoguang Zhu
Jing Liu
Peng Sun
Wei Zhou
Mamba
379
1
0
04 Nov 2025
MoniTor: Exploiting Large Language Models with Instruction for Online Video Anomaly Detection
Shengtian Yang
Yue Feng
Yingshi Liu
Jingrou Zhang
Jie Qin
OffRL
145
1
0
24 Oct 2025
Restoring Noisy Demonstration for Imitation Learning With Diffusion Models
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Shang-Fu Chen
Co Yong
Shao-Hua Sun
DiffM
177
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0
16 Oct 2025
ResAD++: Towards Class Agnostic Anomaly Detection via Residual Feature Learning
Xincheng Yao
Chao Shi
Muming Zhao
Guangtao Zhai
Chongyang Zhang
OODD
247
1
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28 Sep 2025
MOMEMTO: Patch-based Memory Gate Model in Time Series Foundation Model
Samuel Yoon
Jongwon Kim
Juyoung Ha
Young Myoung Ko
AI4TS
146
0
0
23 Sep 2025
Learning local and global prototypes with optimal transport for unsupervised anomaly detection and localization
Robin Trombetta
Carole Lartizien
274
0
0
18 Aug 2025
Aligning Effective Tokens with Video Anomaly in Large Language Models
Yingxian Chen
Jiahui Liu
Ruidi Fan
Yanwei Li
Chirui Chang
Shizhen Zhao
W. Fok
Xiaojuan Qi
Yik-Chung Wu
260
3
0
08 Aug 2025
The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM
Shibo Gao
P. Yang
Haiyang Guo
Y. Liu
Y. Chen
Shuai Li
Han Zhu
Jian Xu
Xu-Yao Zhang
Linlin Huang
VGen
321
1
0
29 Jul 2025
DAMS:Dual-Branch Adaptive Multiscale Spatiotemporal Framework for Video Anomaly Detection
Dezhi An
Wenqiang Liu
Kefan Wang
Zening chen
Jun Lu
Shengcai Zhang
145
0
0
28 Jul 2025
Large Language Models for Crash Detection in Video: A Survey of Methods, Datasets, and Challenges
Sanjeda Akter
Ibne Farabi Shihab
Anuj Sharma
VLM
439
2
0
02 Jul 2025
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
452
6
0
01 Jul 2025
Noise Fusion-based Distillation Learning for Anomaly Detection in Complex Industrial Environments
Xuan Tong
Jieji Ren
Yang Chang
Qiaojun Yu
Xuan Tong
Boyang Wang
Yan Song
You Li
Xinji Mai
Wenqiang Zhang
175
0
0
19 Jun 2025
Pro-AD: Learning Comprehensive Prototypes with Prototype-based Constraint for Multi-class Unsupervised Anomaly Detection
Ziqing Zhou
Binbin Gao
Yuri Pan
Lidong Wang
Wenbing Zhu
Yong-Jin Liu
Jun Liu
324
0
0
16 Jun 2025
Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline
Computer Vision and Pattern Recognition (CVPR), 2025
Yuzhi Huang
Chenxin Li
H. Zhang
Zixu Lin
Yunlong Lin
...
Xinyu Liu
Jiechao Gao
Yue Huang
Xinghao Ding
Yixuan Yuan
344
3
0
05 Jun 2025
Video Anomaly Detection with Semantics-Aware Information Bottleneck
Juntong Li
Lingwei Dang
Qingxin Xiao
Shishuo Shang
Qingxin Xiao
Yongwei Nie
Yun Hao
Qingyao Wu
363
1
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
240
1
0
02 Jun 2025
Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt
European Conference on Computer Vision (ECCV), 2025
Bin-Bin Gao
444
23
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14 May 2025
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning
Bin-Bin Gao
VLM
454
0
0
14 May 2025
Learning Real Facial Concepts for Independent Deepfake Detection
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Ming-Hui Liu
Harry Cheng
Tianyi Wang
Xin Luo
Xin-Shun Xu
368
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07 May 2025
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches
IEEE Transactions on Image Processing (TIP), 2024
Guodong Shen
Yuqi Ouyang
Junru Lu
Yixuan Yang
Victor Sanchez
532
8
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
257
6
0
27 Mar 2025
Video Anomaly Detection with Contours - A Study
M. Siemon
I. Nikolov
T. Moeslund
Kamal Nasrollahi
3DH
230
1
0
25 Mar 2025
Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
International Conference on Learning Representations (ICLR), 2025
Chunlei Li
Yilei Shi
Jingliang Hu
Xiao Xiang Zhu
Lichao Mou
MedIm
287
3
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18 Mar 2025
Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection
Computer Vision and Pattern Recognition (CVPR), 2025
Wei Luo
Yunkang Cao
Haiming Yao
Xiaotian Zhang
Jianan Lou
Y. Cheng
Nong Sang
Wenyong Yu
385
41
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04 Mar 2025
SHAZAM: Self-Supervised Change Monitoring for Hazard Detection and Mapping
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025
Samuel Garske
Konrad Heidler
Bradley Evans
KC Wong
Xiao Xiang Zhu
244
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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
1.2K
4
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23 Feb 2025
SAM-LAD: Segment Anything Model Meets Zero-Shot Logic Anomaly Detection
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Yun Peng
Xiao Lin
Nachuan Ma
Jiayuan Du
Chuangwei Liu
Chengju Liu
Qi Chen
673
26
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17 Feb 2025
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions
Zhengye Yang
Richard J. Radke
341
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14 Jan 2025
Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection
AAAI Conference on Artificial Intelligence (AAAI), 2024
Andi Xu
Hongsong Wang
Pinle Ding
Jie Gui
DiffM
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507
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23 Dec 2024
Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model
AAAI Conference on Artificial Intelligence (AAAI), 2024
Hang Zhou
Jiale Cai
Yuteng Ye
Yonghui Feng
Chenxing Gao
Junqing Yu
Zikai Song
Wei Yang
DiffM
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405
20
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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
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VGen
478
5
0
04 Dec 2024
Relation-Aware Meta-Learning for Zero-shot Sketch-Based Image Retrieval
Yang Liu
Jiale Du
Xinbo Gao
Jungong Han
VLM
224
1
0
28 Nov 2024
MIXAD: Memory-Induced Explainable Time Series Anomaly Detection
International Conference on Pattern Recognition (ICPR), 2024
Minha Kim
K. Bhaumik
A. Ali
Simon S. Woo
AI4TS
296
4
0
30 Oct 2024
ResAD: A Simple Framework for Class Generalizable Anomaly Detection
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Xincheng Yao
Zhongfu Chen
Chao Gao
Guangtao Zhai
Chongyang Zhang
317
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26 Oct 2024
SSMT: Few-Shot Traffic Forecasting with Single Source Meta-Transfer
International Conference on Pattern Recognition (ICPR), 2024
K. Bhaumik
Minha Kim
Fahim Faisal Niloy
A. Ali
Simon S. Woo
AI4TS
200
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0
21 Oct 2024
Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection
Jiawen Zhu
Yew-Soon Ong
Chunhua Shen
Guansong Pang
376
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Appearance Blur-driven AutoEncoder and Motion-guided Memory Module for Video Anomaly Detection
Jiahao Lyu
Minghua Zhao
Jing Hu
Xuewen Huang
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Cheng Shi
Zhiyong Lv
250
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VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection
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Sunghyun Ahn
Youngwan Jo
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Sanghyun Park
473
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Vision-Language Models Assisted Unsupervised Video Anomaly Detection
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Liquan Mao
399
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Texture-AD: An Anomaly Detection Dataset and Benchmark for Real Algorithm Development
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Silin Chen
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238
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Adapted-MoE: Mixture of Experts with Test-Time Adaption for Anomaly Detection
International Conference on Intelligent Computing (ICIC), 2024
Tianwu Lei
Silin Chen
Bohan Wang
Zhengkai Jiang
Ningmu Zou
OOD
412
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Deep Learning for Video Anomaly Detection: A Review
Peng Wu
Chengyu Pan
Yuting Yan
Guansong Pang
Peng Wang
Yanning Zhang
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256
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MsMemoryGAN: A Multi-scale Memory GAN for Palm-vein Adversarial Purification
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Yuming Fu
Huiyan Zhang
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Jun Wang
GAN
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271
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CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection
International Conference on Information and Knowledge Management (CIKM), 2024
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256
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Towards Open-World Object-based Anomaly Detection via Self-Supervised Outlier Synthesis
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Yona Falinie A. Gaus
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T. Breckon
292
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Bidirectional skip-frame prediction for video anomaly detection with intra-domain disparity-driven attention
Jiahao Lyu
Minghua Zhao
Jing Hu
Runtao Xi
Xuewen Huang
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Cheng Shi
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316
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Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models
Yuchen Yang
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Behzad Dariush
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Shao-Yuan Lo
LRM
372
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14 Jul 2024
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