anomaly detection

AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization AAAI 2026 AEGIS: Toward Expert-in-the-loop Industrial Anomaly Detection AAAI 2026 Amplifying Discrepancies: Exploiting Macro and Micro Inconsistencies for Image Manipulation Localization AAAI 2026 Anomaly as Non-Conformity via Training-Free Graph Laplacian Energy Minimization CVPR 2026 Anomaly detection in time-series via inductive biases in the latent space of conditional normalizing flows UAI 2026 AnomalyPainter: Vision-Language-Diffusion Synergy for Realistic and Diverse Unseen Industrial Anomaly Synthesis AAAI 2026 Anomaly-Related Residual Fields for Cross-domain Anomaly Detection CVPR 2026 ART-ASyn: Anatomy-aware Realistic Texture-based Anomaly Synthesis Framework for Chest X-Rays WACV 2026 A Semantically Disentangled Unified Model for Multi-category 3D Anomaly Detection CVPR 2026 AURA: Development and Validation of an Augmented Unplanned Removal Alert System Using Synthetic ICU Videos AAAI 2026 AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection EACL 2026 BAG: Benchmarking Anomaly Detection on Dynamic Graphs AAAI 2026 BayWatch: Practical Internet-Scale Topology Monitoring with Dynamic Bayesian Estimation NSDI 2026 BUSSARD: Normalizing Flows for Bijective Universal Scene-Specific Anomalous Relationship Detection CVPR 2026 CADiff: Context-Aware Diffusion for Controllable Anomaly Generation in Anomaly Detection AAAI 2026 CANDI: Curated Test-Time Adaptation for Multivariate Time-Series Anomaly Detection Under Distribution Shift AAAI 2026 Can Image Splicing and Copy-Move Forgery Be Detected by the Same Model? Forensim: An Attention-Based State-Space Approach WACV 2026 CausalPulse: Agentic Copilot for Root Cause Analysis in Smart Manufacturing AAAI 2026 CHAL: Causal-guided Hierarchical Anomaly-aware Learning for Moving Infrared Small Target Detection CVPR 2026 CHIMERA: Controllable High-quality Image-Mask Extraction for Reliable Diffusion-based Anomaly Synthesis AAAI 2026 Complementary Prototype Mapping for Efficient Multimodal Anomaly Detection CVPR 2026 CrossCheck: Input Validation for WAN Control Systems NSDI 2026 DDoS Detection at the Scale of One Hundred Tbps NSDI 2026 Defeating Slow-and-Low Threats via Diffusion Model-based Generative Inference NSDI 2026 Defect Cue-Preserved Structural Feature Refinement for Few-Shot Anomaly Detection CVPR 2026