Continual Learning for Anomaly Detection in Surveillance Videos

15 April 2020

Papers citing "Continual Learning for Anomaly Detection in Surveillance Videos"

14 / 14 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 36 1 0 20 Apr 2025
Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly Detection in Videos Gargi V. Pillai Ashish Verma Debashis Sen ViT 34 7 0 02 Mar 2025
On the Convergence of Continual Federated Learning Using Incrementally Aggregated Gradients Satish Kumar Keshri Nazreen Shah Ranjitha Prasad FedML 36 0 0 12 Nov 2024
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors Nicolae-Cătălin Ristea Florinel-Alin Croitoru Radu Tudor Ionescu Marius Popescu F. Khan M. Shah ViT 26 20 0 21 Jun 2023
EVAL: Explainable Video Anomaly Localization Vasu Singla Michael J. Jones Erik Learned-Miller 18 24 0 15 Dec 2022
Look at Adjacent Frames: Video Anomaly Detection without Offline Training Yuqi Ouyang Guodong Shen Victor Sanchez OffRL 23 4 0 27 Jul 2022
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection Antonio Bărbălău Radu Tudor Ionescu Mariana-Iuliana Georgescu J. Dueholm B. Ramachandra Kamal Nasrollahi F. Khan T. Moeslund M. Shah ViT 17 69 0 16 Jul 2022
Continual learning on 3D point clouds with random compressed rehearsal M. Zamorski Michal Stypulkowski Konrad Karanowski Tomasz Trzciñski Maciej Ziȩba 3DPC 19 9 0 16 May 2022
Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems Furkan Mumcu Keval Doshi Yasin Yılmaz AAML 19 9 0 07 Apr 2022
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection Andra Acsintoae Andrei Florescu Mariana-Iuliana Georgescu Tudor Mare Paul Sumedrea Radu Tudor Ionescu F. Khan M. Shah AI4TS 27 86 0 16 Nov 2021
Learning Not to Reconstruct Anomalies Marcella Astrid M. Zaheer Jae-Yeong Lee Seung-Ik Lee 15 46 0 19 Oct 2021
A Modular and Unified Framework for Detecting and Localizing Video Anomalies Keval Doshi Yasin Yılmaz 32 18 0 21 Mar 2021
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning Mariana-Iuliana Georgescu Antonio Bărbălău Radu Tudor Ionescu F. Khan Marius Popescu M. Shah SSL 30 254 0 15 Nov 2020
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami Tao Mei Shiníchi Satoh 108 227 0 26 Sep 2017