Anomaly Detection

SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation NeurIPS 2024 Skip-GANomaly++: Skip Connections and Residual Blocks for Anomaly Detection (Student Abstract) AAAI 2024 SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection NeurIPS 2024 Spoof Diarization: "What Spoofed When" in Partially Spoofed Audio Interspeech 2024 Supervised Anomaly Detection for Complex Industrial Images CVPR 2024 TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection AAAI 2024 Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation CVPR 2024 Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models? EACL 2024 Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection CVPR 2024 Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts CVPR 2024 Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel Methods CVPR 2024 Towards Multi-Domain Learning for Generalizable Video Anomaly Detection NeurIPS 2024 Towards Reproducible, Automated, and Scalable Anomaly Detection AAAI 2024 Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network CVPR 2024 Towards Surveillance Video-and-Language Understanding: New Dataset Baselines and Challenges CVPR 2024 TraceEvader: Making DeepFakes More Untraceable via Evading the Forgery Model Attribution AAAI 2024 Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection CVPR 2024 Triple Component Matrix Factorization: Untangling Global, Local, and Noisy Components JMLR 2024 Uncovering What Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly CVPR 2024 UniGAD: Unifying Multi-level Graph Anomaly Detection NeurIPS 2024 UnionFormer: Unified-Learning Transformer with Multi-View Representation for Image Manipulation Detection and Localization CVPR 2024 UNIQUE : Unsupervised Network for Integrated Speech Quality Evaluation Interspeech 2024 Universal Novelty Detection Through Adaptive Contrastive Learning CVPR 2024 Unsupervised Anomaly Detection Algorithms on Real-world Data: How Many Do We Need? JMLR 2024 Unsupervised Anomaly Detection in The Presence of Missing Values NeurIPS 2024