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Video Anomaly Detection
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
SmartHome-Bench: A Comprehensive Benchmark for Video Anomaly Detection in Smart Homes Using Multi-Modal Large Language Models
Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation
Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive Mapping
Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline
Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought
Rethinking Metrics and Benchmarks of Video Anomaly Detection
Flashback: Memory-Driven Zero-shot, Real-time Video Anomaly Detection
Just Dance with $π$! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection
ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance Applications
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches
EventVAD: Training-Free Event-Aware Video Anomaly Detection
SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model
VADMamba: Exploring State Space Models for Fast Video Anomaly Detection
AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis
CRCL: Causal Representation Consistency Learning for Anomaly Detection in Surveillance Videos
Anomize: Better Open Vocabulary Video Anomaly Detection
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks
Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos
Video Anomaly Detection with Structured Keywords
AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM
Anomaly detection in non-stationary videos using time-recursive differencing network based prediction
Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly Detection in Videos
ComplexVAD: Detecting Interaction Anomalies in Video
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions
Exploring the Magnitude-Shape Plot Framework for Anomaly Detection in Crowded Video Scenes
Cross-Modal Fusion and Attention Mechanism for Weakly Supervised Video Anomaly Detection
STNMamba: Mamba-based Spatial-Temporal Normality Learning for Video Anomaly Detection
Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems
Quo Vadis, Anomaly Detection? LLMs and VLMs in the Spotlight
Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection
Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model
Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection
VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models
Privacy-Preserving Video Anomaly Detection: A Survey
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