{"total":88,"rows":[{"id":"2101.10030","title":"Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning","created":"2021-01-25","cited_by_count":230,"area":null},{"id":"2111.09099","title":"Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection","created":"2021-11-17","cited_by_count":119,"area":null},{"id":"2111.08644","title":"UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection","created":"2021-11-16","cited_by_count":93,"area":null},{"id":"2310.14228","title":"Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection","created":"2023-10-22","cited_by_count":66,"area":null},{"id":"2302.05087","title":"Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models","created":"2023-02-10","cited_by_count":59,"area":null},{"id":"2207.08003","title":"SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection","created":"2022-07-16","cited_by_count":45,"area":"distill"},{"id":"2306.14451","title":"Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection","created":"2023-06-26","cited_by_count":43,"area":null},{"id":"2305.13611","title":"A New Comprehensive Benchmark for Semi-supervised Video Anomaly Detection and Anticipation","created":"2023-05-23","cited_by_count":42,"area":null},{"id":"2303.13051","title":"Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection","created":"2023-03-23","cited_by_count":39,"area":null},{"id":"2306.12041","title":"Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors","created":"2023-06-21","cited_by_count":37,"area":null},{"id":"2209.12148","title":"Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection","created":"2022-09-25","cited_by_count":34,"area":null},{"id":"2308.15985","title":"Vision-Based Traffic Accident Detection and Anticipation: A Survey","created":"2023-08-30","cited_by_count":31,"area":null},{"id":"2409.05383","title":"Deep Learning for Video Anomaly Detection: A Review","created":"2024-09-09","cited_by_count":27,"area":null},{"id":"2208.11113","title":"Towards Open Set Video Anomaly Detection","created":"2022-08-23","cited_by_count":26,"area":null},{"id":"2206.02704","title":"Perturbation Learning Based Anomaly Detection","created":"2022-06-06","cited_by_count":24,"area":null},{"id":"2108.01975","title":"Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement","created":"2021-08-04","cited_by_count":21,"area":null},{"id":"2405.10347","title":"Networking Systems for Video Anomaly Detection: A Tutorial and Survey","created":"2024-05-16","cited_by_count":21,"area":null},{"id":"2212.07900","title":"EVAL: Explainable Video Anomaly Localization","created":"2022-12-15","cited_by_count":19,"area":null},{"id":"2209.02899","title":"Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection","created":"2022-09-07","cited_by_count":18,"area":null},{"id":"2405.19387","title":"Video Anomaly Detection in 10 Years: A Survey and Outlook","created":"2024-05-29","cited_by_count":18,"area":null},{"id":"2111.07839","title":"Learnable Locality-Sensitive Hashing for Video Anomaly Detection","created":"2021-11-15","cited_by_count":17,"area":null},{"id":"2106.08613","title":"FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation","created":"2021-06-16","cited_by_count":15,"area":null},{"id":"2110.05086","title":"Deep Video Anomaly Detection: Opportunities and Challenges","created":"2021-10-11","cited_by_count":14,"area":null},{"id":"2307.08059","title":"LafitE: Latent Diffusion Model with Feature Editing for Unsupervised Multi-class Anomaly Detection","created":"2023-07-16","cited_by_count":13,"area":"diffusion"},{"id":"2309.01265","title":"SOAR: Scene-debiasing Open-set Action Recognition","created":"2023-09-03","cited_by_count":12,"area":null},{"id":"2511.00962","title":"A Unified Reasoning Framework for Holistic Zero-Shot Video Anomaly Analysis","created":"2025-11-02","cited_by_count":12,"area":null},{"id":"2404.07887","title":"Context-aware Video Anomaly Detection in Long-Term Datasets","created":"2024-04-11","cited_by_count":11,"area":null},{"id":"2411.14565","title":"Privacy-Preserving Video Anomaly Detection: A Survey","created":"2024-11-21","cited_by_count":11,"area":null},{"id":"2308.07050","title":"Survey on video anomaly detection in dynamic scenes with moving cameras","created":"2023-08-14","cited_by_count":10,"area":null},{"id":"2311.16514","title":"Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach","created":"2023-11-27","cited_by_count":10,"area":null},{"id":"2207.13050","title":"Efficient High-Resolution Deep Learning: A Survey","created":"2022-07-26","cited_by_count":9,"area":null},{"id":"2403.12172","title":"Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection","created":"2024-03-18","cited_by_count":9,"area":"diffusion"},{"id":"2412.07183","title":"Exploring What Why and How: A Multifaceted Benchmark for Causation Understanding of Video Anomaly","created":"2024-12-10","cited_by_count":9,"area":null},{"id":"2212.10682","title":"Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos","created":"2022-12-20","cited_by_count":8,"area":null},{"id":"2506.06253","title":"Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision","created":"2025-06-06","cited_by_count":8,"area":null},{"id":"2506.09368","title":"Anomaly Detection and Generation with Diffusion Models: A Survey","created":"2025-06-11","cited_by_count":8,"area":"diffusion"},{"id":"2107.14206","title":"Using Visual Anomaly Detection for Task Execution Monitoring","created":"2021-07-29","cited_by_count":7,"area":null},{"id":"2111.01604","title":"A Critical Study on the Recent Deep Learning Based Semi-Supervised Video Anomaly Detection Methods","created":"2021-11-02","cited_by_count":7,"area":null},{"id":"2302.06670","title":"Unveiling the Unseen: A Comprehensive Survey on Explainable Anomaly Detection in Images and Videos","created":"2023-02-13","cited_by_count":7,"area":null},{"id":"2406.08810","title":"Few-Shot Anomaly Detection via Category-Agnostic Registration Learning","created":"2024-06-13","cited_by_count":6,"area":null},{"id":"2408.15185","title":"Human-Centric Video Anomaly Detection Through Spatio-Temporal Pose Tokenization and Transformer","created":"2024-08-27","cited_by_count":6,"area":null},{"id":"2409.14109","title":"Vision-Language Models Assisted Unsupervised Video Anomaly Detection","created":"2024-09-21","cited_by_count":6,"area":"mllm"},{"id":"2108.00246","title":"HR-Crime: Human-Related Anomaly Detection in Surveillance Videos","created":"2021-07-31","cited_by_count":5,"area":null},{"id":"2211.00829","title":"Exploiting Spatial-temporal Correlations for Video Anomaly Detection","created":"2022-11-02","cited_by_count":5,"area":null},{"id":"2211.07454","title":"LGN-Net: Local-Global Normality Network for Video Anomaly Detection","created":"2022-11-14","cited_by_count":5,"area":null},{"id":"2206.11736","title":"NovelCraft: A Dataset for Novelty Detection and Discovery in Open Worlds","created":"2022-06-23","cited_by_count":4,"area":null},{"id":"2302.10719","title":"Memory-augmented Online Video Anomaly Detection","created":"2023-02-21","cited_by_count":4,"area":null},{"id":"2506.23282","title":"Autoregressive Denoising Score Matching is a Good Video Anomaly Detector","created":"2025-06-29","cited_by_count":4,"area":null},{"id":"2507.21649","title":"The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM","created":"2025-07-29","cited_by_count":4,"area":null},{"id":"2508.14203","title":"A Survey on Video Anomaly Detection via Deep Learning: Human, Vehicle, and Environment","created":"2025-08-19","cited_by_count":4,"area":null},{"id":"2510.14896","title":"Leveraging Multimodal LLM Descriptions of Activity for Explainable Semi-Supervised Video Anomaly Detection","created":"2025-10-16","cited_by_count":4,"area":"mllm"},{"id":"2112.06320","title":"Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning","created":"2021-12-12","cited_by_count":3,"area":null},{"id":"2203.03872","title":"Visual anomaly detection in video by variational autoencoder","created":"2022-03-08","cited_by_count":3,"area":null},{"id":"2207.01687","title":"Crime scene classification from skeletal trajectory analysis in surveillance settings","created":"2022-07-04","cited_by_count":3,"area":null},{"id":"2210.15741","title":"Spatio-temporal predictive tasks for abnormal event detection in videos","created":"2022-10-27","cited_by_count":3,"area":null},{"id":"2211.15597","title":"Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation","created":"2022-11-28","cited_by_count":3,"area":"distill"},{"id":"2501.08470","title":"Detecting Contextual Anomalies by Discovering Consistent Spatial Regions","created":"2025-01-14","cited_by_count":3,"area":null},{"id":"2506.13095","title":"Learning Event Completeness for Weakly Supervised Video Anomaly Detection","created":"2025-06-16","cited_by_count":3,"area":null},{"id":"2603.00550","title":"Weakly Supervised Video Anomaly Detection with Anomaly-Connected Components and Intention Reasoning","created":"2026-02-28","cited_by_count":3,"area":null},{"id":"2604.07818","title":"Open-Ended Video Game Glitch Detection with Agentic Reasoning and Temporal Grounding","created":"2026-04-09","cited_by_count":3,"area":"agents"},{"id":"2203.03677","title":"Object-centric and memory-guided normality reconstruction for video anomaly detection","created":"2022-03-07","cited_by_count":2,"area":null},{"id":"2602.04071","title":"Agentic AI-Empowered Dynamic Survey Framework","created":"2026-02-03","cited_by_count":2,"area":"agents"},{"id":"2605.08003","title":"SphereVAD: Training-Free Video Anomaly Detection via Geodesic Inference on the Unit Hypersphere","created":"2026-05-08","cited_by_count":2,"area":null},{"id":"2203.15437","title":"Contextual Information Based Anomaly Detection for a Multi-Scene UAV Aerial Videos","created":"2022-03-29","cited_by_count":1,"area":null},{"id":"2207.13798","title":"Look at Adjacent Frames: Video Anomaly Detection without Offline Training","created":"2022-07-27","cited_by_count":1,"area":null},{"id":"2209.13116","title":"Spatio-Temporal Relation Learning for Video Anomaly Detection","created":"2022-09-27","cited_by_count":1,"area":null},{"id":"2306.04466","title":"Point Cloud Video Anomaly Detection Based on Point Spatio-Temporal Auto-Encoder","created":"2023-06-04","cited_by_count":1,"area":null},{"id":"2406.06423","title":"Hybrid Video Anomaly Detection for Anomalous Scenarios in Autonomous Driving","created":"2024-06-10","cited_by_count":1,"area":null},{"id":"2407.06000","title":"Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection Simplified","created":"2024-07-08","cited_by_count":1,"area":null},{"id":"2508.17726","title":"Few-shot Human Action Anomaly Detection via a Unified Contrastive Learning Framework","created":"2025-08-25","cited_by_count":1,"area":null},{"id":"2510.16290","title":"Cerberus: Real-Time Video Anomaly Detection via Cascaded Vision-Language Models","created":"2025-10-18","cited_by_count":1,"area":"mllm"},{"id":"2603.23868","title":"MLE-UVAD: Minimal Latent Entropy Autoencoder for Fully Unsupervised Video Anomaly Detection","created":"2026-03-25","cited_by_count":1,"area":null},{"id":"2608.31074","title":"Real-Time Video Anomaly Detection Using YOLO Pose Estimation and CLIP-Based Semantic Scoring","created":"2026-08-31","cited_by_count":1,"area":null},{"id":"2104.13000","title":"Multi-view Deep One-class Classification: A Systematic Exploration","created":"2021-04-27","cited_by_count":0,"area":null},{"id":"2210.09572","title":"Spatio-Temporal-based Context Fusion for Video Anomaly Detection","created":"2022-10-18","cited_by_count":0,"area":null},{"id":"2303.02052","title":"Interruptions detection in video conferences","created":"2023-02-25","cited_by_count":0,"area":null},{"id":"2410.03904","title":"Did You Hear That? Introducing AADG: A Framework for Generating Benchmark Data in Audio Anomaly Detection","created":"2024-10-04","cited_by_count":0,"area":null},{"id":"2503.19588","title":"Video Anomaly Detection with Contours -- A Study","created":"2025-03-25","cited_by_count":0,"area":null},{"id":"2504.14753","title":"Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches","created":"2025-04-20","cited_by_count":0,"area":null},{"id":"2510.10750","title":"Uncovering Anomalous Events for Marine Environmental Monitoring via Visual Anomaly Detection","created":"2025-10-12","cited_by_count":0,"area":null},{"id":"2602.12983","title":"Detecting Object Tracking Failure via Sequential Hypothesis Testing","created":"2026-02-13","cited_by_count":0,"area":null},{"id":"2602.13091","title":"BAAF: Universal Transformation of One-Class Classifiers for Unsupervised Image Anomaly Detection","created":"2026-02-13","cited_by_count":0,"area":null},{"id":"2605.15054","title":"LATERN: Test-Time Context-Aware Explainable Video Anomaly Detection","created":"2026-05-14","cited_by_count":0,"area":"lr"},{"id":"2605.24402","title":"Dual Prototype-Conditioned Diffusion Model for Scalable Multi-Class Unsupervised Anomaly Detection in Large Category Spaces","created":"2026-05-23","cited_by_count":0,"area":"diffusion"},{"id":"2606.29506","title":"Benchmark AUC Is Not Deployable Reliability: A Cross-Dataset Audit of Off-the-Shelf Features for Surveillance Video Anomaly Detection","created":"2026-06-28","cited_by_count":0,"area":null},{"id":"2608.24810","title":"Strictly Causal Streaming Video Anomaly Detection with a Theoretically-Grounded State-Space Core","created":"2026-08-25","cited_by_count":0,"area":"ssm"},{"id":"2609.06360","title":"NOVA: Normal-Side Modeling for Training-Free Zero-Shot Video Anomaly Detection","created":"2026-09-06","cited_by_count":0,"area":"mllm"},{"id":"2609.17843","title":"RoboVAD: A Large Cross-Domain Evaluation Benchmark for Anomaly Detection in Robotic Arm Manipulation Videos","created":"2026-09-15","cited_by_count":0,"area":null}],"next_cursor":null}