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video anomaly detection

116 papers

VAD

Papers

Alert-CLIP: Abnormality-aware Latent-Enhanced Representation Tuning of CLIP for Video Anomaly Detection CVPR 2026 AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM WACV 2026 CADE: Continual Weakly-supervised Video Anomaly Detection with Ensembles WACV 2026 Fine-VAD: Towards Fine-Grained Video Anomaly Detection via Progressive Cross-Granularity Learning CVPR 2026 Fused Similarity Measure Based Alignment with Dual-Scale Adaptive Selection for Weakly Supervised Video Anomaly Detection WACV 2026 HeadHunt-VAD: Hunting Robust Anomaly-Sensitive Heads in MLLM for Tuning-Free Video Anomaly Detection AAAI 2026 Joint Learning of General and Diverse Patterns with Mixture of Memory Experts for Weakly-Supervised Video Anomaly Detection CVPR 2026 Learning Time in Static Classifiers AAAI 2026 Learning to Tell Apart: Weakly Supervised Video Anomaly Detection via Disentangled Semantic Alignment AAAI 2026 No Need For Real Anomaly: MLLM Empowered Zero-Shot Video Anomaly Detection CVPR 2026 RefineVAD: Semantic-Guided Feature Recalibration for Weakly Supervised Video Anomaly Detection AAAI 2026 TargetVAU: Multimodal Anomaly-Aware Reasoning for Target Behavior Understanding in Videos AAAI 2026 The Road Less Seen: Segment Exploration for Weakly Supervised Video Anomaly Detection CVPR 2026 TLMA: Mitigating the Impact of Weakly Labeled Information for Video Anomaly Detection CVPR 2026 Unified Video Anomaly Detection Model for Detecting Different Anomaly Types WACV 2026 Unlocking Vision-Language Models for Video Anomaly Detection via Fine-Grained Prompting WACV 2026 VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding AAAI 2026 Aligning Effective Tokens with Video Anomaly in Large Language Models ICCV 2025 Anomize: Better Open Vocabulary Video Anomaly Detection CVPR 2025 Autoregressive Denoising Score Matching is a Good Video Anomaly Detector ICCV 2025 CMHKF: Cross-Modality Heterogeneous Knowledge Fusion for Weakly Supervised Video Anomaly Detection ACL 2025 Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection WACV 2025 Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection AAAI 2025 Federated Weakly Supervised Video Anomaly Detection with Multimodal Prompt AAAI 2025 Graph-Jigsaw Conditioned Diffusion Model for Skeleton-Based Video Anomaly Detection WACV 2025