Anomaly Detection

Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces IJCNLP 2025 D3QE: Learning Discrete Distribution Discrepancy-aware Quantization Error for Autoregressive-Generated Image Detection ICCV 2025 D^3: Scaling Up Deepfake Detection by Learning from Discrepancy CVPR 2025 D3: Training-Free AI-Generated Video Detection Using Second-Order Features ICCV 2025 DADet: Safeguarding Image Conditional Diffusion Models against Adversarial and Backdoor Attacks via Diffusion Anomaly Detection ICCV 2025 DASH: Detection and Assessment of Systematic Hallucinations of VLMs ICCV 2025 Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior CVPR 2025 DcDsDiff: Dual-Conditional and Dual-Stream Diffusion Model for Generative Image Tampering Localization IJCAI 2025 Debiasing Trace Guidance: Top-down Trace Distillation and Bottom-up Velocity Alignment for Unsupervised Anomaly Detection ICCV 2025 DecAD: Decoupling Anomalies in Latent Space for Multi-Class Unsupervised Anomaly Detection ICCV 2025 DecepBench: Benchmarking Multimodal Deception Detection ACL 2025 DeCLIP: Decoding CLIP Representations for Deepfake Localization WACV 2025 DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025 Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens CVPR 2025 DFM: Differentiable Feature Matching for Anomaly Detection CVPR 2025 Diagnosing Pretrained Models for Out-of-distribution Detection ICCV 2025 DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup ICCV 2025 Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection AAAI 2025 Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection CVPR 2025 Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection WACV 2025 Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment CVPR 2025 Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection CVPR 2025 DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection CVPR 2025 DriftRemover: Hybrid Energy Optimizations for Anomaly Images Synthesis and Segmentation IJCAI 2025 Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection AAAI 2025