（2021）Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks
（2021）Spatial-Temporal Cascade Autoencoder for Video Anomaly Detection in Crowded Scenes. （2021）Intermediate fused network with multiple timescales for anomaly detection. （2021）Anomaly Detection With Particle Filtering for Online Video Surveillance.
（2021）Intermediate fused network with multiple timescales for anomaly detection. （2021）Multi-Modal Anomaly Detection by Using Audio and Visual Cues.
Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks
Spatial-Temporal Cascade Autoencoder for Video Anomaly Detection in Crowded Scenes.
Intermediate fused network with multiple timescales for anomaly detection.
Multi-Modal Anomaly Detection by Using Audio and Visual Cues.
Two-stream deep spatial-temporal auto-encoder for surveillance video abnormal event detection
Appearance-Motion Memory Consistency Network for Video Anomaly Detection
Decoupled appearance and motion learning for efficient anomaly detection in surveillance video
Residual Spatiotemporal Autoencoder with Skip Connected and Memory Guided Network for Detecting Video Anomalies
A novel two-stream structure for video anomaly detection in smart city management
Toward Anomaly Behavior Detection as an Edge Network Service Using a Dual-Task Interactive Guided Neural Network
A comparative study between single and multi-frame anomaly detection and localization in recorded video streams
NM-GAN: Noise-modulated generative adversarial network for video anomaly detection
Intelligent video anomaly detection and classification using faster RCNN with deep reinforcement learning model
A multi-stream CNN for deep violence detection in video sequences using handcrafted features
Normal graph: Spatial temporal graph convolutional networks based prediction network for skeleton based video anomaly detection
ViolenceNet: Dense Multi-Head Self-Attention with Bidirectional Convolutional LSTM for Detecting Violence
Robust Unsupervised Video Anomaly Detection by Multipath Frame Prediction.
Semi-Supervised Anomaly Detection in Video-Surveillance Scenes in the Wild
Anomaly detection in video sequences: A benchmark and computational model
A New Semantic and Statistical Distance-Based Anomaly Detection in Crowd Video Surveillance
Positive unlabeled learning-based anomaly detection in videos
End-to-End Deep One-Class Learning for Anomaly Detection in UAV Video Stream
Perceptual metric learning for video anomaly detection
Video anomaly detection and localization based on appearance and motion models
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video.
Crowd anomaly detection with LSTMs using optical features and domain knowledge for improved inferring
A Comparative Study of Transfer Learning Approaches for Video Anomaly Detection
A hybrid deep network based approach for crowd anomaly detection
Self-Learning pLSA Model for Abnormal Behavior Detection in Crowded Scenes
A comprehensive review on deep learning-based methods for video anomaly detection
Video anomaly detection with multi-scale feature and temporal information fusion
Video Anomaly Detection by Estimating Likelihood of Representations
Application of Deep Learning for Crowd Anomaly Detection from Surveillance Videos
Video anomaly detection method based on future frame prediction and attention mechanism
Otoscopy Video Screening with Deep Anomaly Detection