Anomaly Detection

Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning AAAI 2024 Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy Interspeech 2024 Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection AAAI 2024 Graph Anomaly Detection via Prototype-Aware Label Propagation (Student Abstract) AAAI 2024 HarmoNet: Partial DeepFake Detection Network based on Multi-scale HarmoF0 Feature Fusion Interspeech 2024 Harnessing Large Language Models for Training-free Video Anomaly Detection CVPR 2024 Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake NAACL 2024 Hidden Follower Detection: How Is the Gaze-Spacing Pattern Embodied in Frequency Domain? AAAI 2024 High-Fidelity Zero-Shot Texture Anomaly Localization Using Feature Correspondence Analysis WACV 2024 Holistic Representation Learning for Multitask Trajectory Anomaly Detection WACV 2024 Hyperbolic Anomaly Detection CVPR 2024 Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection NeurIPS 2024 iFakeDetector: Real Time Integrated Web-based Deepfake Detection System IJCAI 2024 Image Copy Detection for Diffusion Models NeurIPS 2024 Implicit Anomaly Subgraph Detection (IASD) in Multi-Domain Attribute Networks IJCAI 2024 Improving Fairness in Deepfake Detection WACV 2024 Intrinsic Self-Supervision for Data Quality Audits NeurIPS 2024 LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection CVPR 2024 LaRE^2: Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection CVPR 2024 Latent Representation Entropy Density for Distribution Shift Detection UAI 2024 Learning Discriminative Noise Guidance for Image Forgery Detection and Localization AAAI 2024 Learning in CubeRes Model Space for Anomaly Detection in 3D GPR Data IJCAI 2024 Learning Transferable Representations for Image Anomaly Localization Using Dense Pretraining WACV 2024 LG-FGAD: An Effective Federated Graph Anomaly Detection Framework IJCAI 2024 Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes NeurIPS 2024