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2004.07941
Cited By
Continual Learning for Anomaly Detection in Surveillance Videos
15 April 2020
Keval Doshi
Y. Yilmaz
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Papers citing
"Continual Learning for Anomaly Detection in Surveillance Videos"
46 / 46 papers shown
Leveraging Multimodal LLM Descriptions of Activity for Explainable Semi-Supervised Video Anomaly Detection
Furkan Mumcu
Michael Jeffrey Jones
A. Cherian
Yasin Yilmaz
181
1
0
16 Oct 2025
From Learning to Mastery: Achieving Safe and Efficient Real-World Autonomous Driving with Human-In-The-Loop Reinforcement Learning
Li Zeqiao
Wang Yijing
Wang Haoyu
Li Zheng
Li Peng
Liu Wenfei
Zuo zhiqiang
265
6
0
07 Oct 2025
Complementary Learning System Empowers Online Continual Learning of Vehicle Motion Forecasting in Smart Cities
Zirui Li
Yunlong Lin
Guodong Du
X. Zhao
Cheng Gong
Chen Lv
Chao Lu
Jianwei Gong
CLL
204
0
0
27 Aug 2025
A Survey on Video Anomaly Detection via Deep Learning: Human, Vehicle, and Environment
Ghazal Alinezhad Noghre
Armin Danesh Pazho
Hamed Tabkhi
289
6
0
19 Aug 2025
ALFred: An Active Learning Framework for Real-world Semi-supervised Anomaly Detection with Adaptive Thresholds
S. Yao
Ghazal Alinezhad Noghre
Armin Danesh Pazho
Hamed Tabkhi
159
4
0
12 Aug 2025
Toward Long-Tailed Online Anomaly Detection through Class-Agnostic Concepts
Chiao-An Yang
Kuan-Chuan Peng
Raymond A. Yeh
217
0
0
22 Jul 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
346
3
0
05 Jun 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
Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly Detection in Videos
International Conference on Information Photonics (ICIP), 2022
Gargi V. Pillai
Ashish Verma
Debashis Sen
ViT
324
12
0
02 Mar 2025
Explaining the Success of Nearest Neighbor Methods in Prediction
George H. Chen
Devavrat Shah
OOD
992
155
0
21 Feb 2025
On the Convergence of Continual Federated Learning Using Incrementally Aggregated Gradients
International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Satish Kumar Keshri
Nazreen Shah
Ranjitha Prasad
FedML
547
1
0
12 Nov 2024
Hybrid Architecture for Real-Time Video Anomaly Detection: Integrating Spatial and Temporal Analysis
Fabien Poirier
276
5
0
21 Oct 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection
Yalong Jiang
Liquan Mao
403
0
0
21 Sep 2024
Towards stable training of parallel continual learning
Li Yuepan
Fan Lyu
Yuyang Li
Wei Feng
Guangcan Liu
Fanhua Shang
262
0
0
11 Jul 2024
Certified Continual Learning for Neural Network Regression
Long H. Pham
Jun Sun
372
5
0
09 Jul 2024
Frequency-Guided Multi-Level Human Action Anomaly Detection with Normalizing Flows
Shun Maeda
Chunzhi Gu
Junzhou Yu
Shogo Tokai
Shangce Gao
Chao Zhang
360
2
0
26 Apr 2024
Few-shot Online Anomaly Detection and Segmentation
Shenxing Wei
Xing Wei
Zhiheng Ma
Songlin Dong
Shaochen Zhang
Yihong Gong
395
18
0
27 Mar 2024
CEL: A Continual Learning Model for Disease Outbreak Prediction by Leveraging Domain Adaptation via Elastic Weight Consolidation
bioRxiv (bioRxiv), 2024
Saba Aslam
Abdur Rasool
Hongyan Wu
Xiaoli Li
242
20
0
17 Jan 2024
Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach
Ayush K. Rai
Tarun Krishna
Feiyan Hu
Alexandru Drimbarean
Kevin McGuinness
Alan F. Smeaton
Noel E. O'Connor
390
13
0
27 Nov 2023
Reasonable Anomaly Detection in Long Sequences
Yalong Jiang
Changkang Li
AI4TS
296
0
0
06 Sep 2023
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors
Computer Vision and Pattern Recognition (CVPR), 2023
Nicolae-Cătălin Ristea
Florinel-Alin Croitoru
Radu Tudor Ionescu
Marius Popescu
Fahad Shahbaz Khan
M. Shah
ViT
344
69
0
21 Jun 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies
Neurocomputing (Neurocomputing), 2023
Marcella Astrid
M. Zaheer
Seung-Ik Lee
314
30
0
19 Mar 2023
Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights
IEEE Access (IEEE Access), 2023
Kamil Faber
Roberto Corizzo
B. Sniezynski
Nathalie Japkowicz
279
22
0
14 Mar 2023
EVAL: Explainable Video Anomaly Localization
Computer Vision and Pattern Recognition (CVPR), 2022
Vasu Singla
Michael J. Jones
Erik Learned-Miller
336
35
0
15 Dec 2022
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization
Computer Vision and Pattern Recognition (CVPR), 2022
Mengmeng Xu
Yanghao Li
Cheng-Yang Fu
Guohao Li
Tao Xiang
Juan-Manuel Perez-Rua
263
21
0
18 Nov 2022
Look at Adjacent Frames: Video Anomaly Detection without Offline Training
Yuqi Ouyang
Guodong Shen
Victor Sanchez
OffRL
615
5
0
27 Jul 2022
Learning Appearance-motion Normality for Video Anomaly Detection
IEEE International Conference on Multimedia and Expo (ICME), 2022
Zehua Wang
Jing Liu
Mengyang Zhao
Dingkang Yang
Xiaoguang Zhu
Liang Song
280
48
0
27 Jul 2022
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection
Computer Vision and Image Understanding (CVIU), 2022
Antonio Bărbălău
Radu Tudor Ionescu
Mariana-Iuliana Georgescu
J. Dueholm
B. Ramachandra
Kamal Nasrollahi
Fahad Shahbaz Khan
T. Moeslund
M. Shah
ViT
593
105
0
16 Jul 2022
Continual-Learning-as-a-Service (CLaaS): On-Demand Efficient Adaptation of Predictive Models
Rudy Semola
Vincenzo Lomonaco
D. Bacciu
288
9
0
14 Jun 2022
Continual learning on 3D point clouds with random compressed rehearsal
Computer Vision and Image Understanding (CVIU), 2022
M. Zamorski
Michal Stypulkowski
Konrad Karanowski
Tomasz Trzciñski
Maciej Ziȩba
3DPC
287
15
0
16 May 2022
Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems
Furkan Mumcu
Keval Doshi
Yasin Yılmaz
AAML
242
12
0
07 Apr 2022
Object-centric and memory-guided normality reconstruction for video anomaly detection
International Conference on Information Photonics (ICIP), 2022
K. Bergaoui
Yassine Naji
Aleksandr Setkov
Angélique Loesch
M. Gouiffès
Romaric Audigier
340
7
0
07 Mar 2022
Logarithmic Continual Learning
IEEE Access (IEEE Access), 2022
Wojciech Masarczyk
Pawel Wawrzyñski
Daniel Marczak
Kamil Deja
Tomasz Trzciñski
191
4
0
17 Jan 2022
Approaches Toward Physical and General Video Anomaly Detection
Laura Kart
Niv Cohen
231
0
0
14 Dec 2021
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection
Andra Acsintoae
Andrei Florescu
Mariana-Iuliana Georgescu
Tudor Mare
Paul Sumedrea
Radu Tudor Ionescu
Fahad Shahbaz Khan
M. Shah
AI4TS
495
154
0
16 Nov 2021
Learning Not to Reconstruct Anomalies
Marcella Astrid
M. Zaheer
Jae-Yeong Lee
Seung-Ik Lee
360
60
0
19 Oct 2021
Y-GAN: Learning Dual Data Representations for Efficient Anomaly Detection
Marija Ivanovska
Vitomir Štruc
260
3
0
28 Sep 2021
Video Anomaly Detection By The Duality Of Normality-Granted Optical Flow
Hongyong Wang
Xinjian Zhang
Su Yang
Weishan Zhang
3DH
182
9
0
10 May 2021
Continual Learning on the Edge with TensorFlow Lite
Giorgos Demosthenous
Vassilis Vassiliades
CLL
167
26
0
05 May 2021
An Efficient Approach for Anomaly Detection in Traffic Videos
Keval Doshi
Yasin Yılmaz
228
17
0
20 Apr 2021
A Modular and Unified Framework for Detecting and Localizing Video Anomalies
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Keval Doshi
Yasin Yılmaz
218
18
0
21 Mar 2021
Ano-Graph: Learning Normal Scene Contextual Graphs to Detect Video Anomalies
M. PourReza
Mohammadreza Salehi
Mohammad Sabokrou
490
14
0
18 Mar 2021
Image/Video Deep Anomaly Detection: A Survey
Bahram Mohammadi
M. Fathy
Mohammad Sabokrou
191
44
0
02 Mar 2021
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Mariana-Iuliana Georgescu
Antonio Bărbălău
Radu Tudor Ionescu
Fahad Shahbaz Khan
Marius Popescu
M. Shah
SSL
568
333
0
15 Nov 2020
Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate
Pattern Recognition (Pattern Recognit.), 2020
Keval Doshi
Y. Yilmaz
673
117
0
10 Oct 2020
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Mariana-Iuliana Georgescu
Radu Tudor Ionescu
Fahad Shahbaz Khan
Marius Popescu
M. Shah
720
217
0
27 Aug 2020
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