Anomaly Detection

Efficient Certification of Spatial Robustness AAAI 2021 Efficient Object Embedding for Spliced Image Retrieval CVPR 2021 Exact Optimization of Conformal Predictors via Incremental and Decremental Learning ICML 2021 Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature Visualization ICLR 2021 Explainable Deep One-Class Classification ICLR 2021 Exploring Temporal Coherence for More General Video Face Forgery Detection ICCV 2021 Face Forensics in the Wild CVPR 2021 Face Forgery Detection by 3D Decomposition CVPR 2021 Feature Clustering for Support Identification in Extreme Regions ICML 2021 ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis CVPR 2021 Glancing at the Patch: Anomaly Localization With Global and Local Feature Comparison CVPR 2021 Graph Neural Network-Based Anomaly Detection in Multivariate Time Series AAAI 2021 Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change AAAI 2021 Image Manipulation Detection by Multi-View Multi-Scale Supervision ICCV 2021 Improving the Efficiency and Robustness of Deepfakes Detection Through Precise Geometric Features CVPR 2021 Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes WACV 2021 Joint Audio-Visual Deepfake Detection ICCV 2021 Learning Deep Classifiers Consistent With Fine-Grained Novelty Detection CVPR 2021 Learning Normal Dynamics in Videos With Meta Prototype Network CVPR 2021 Learning Self-Consistency for Deepfake Detection ICCV 2021 Learning Semantic Context from Normal Samples for Unsupervised Anomaly Detection AAAI 2021 Learning Unsupervised Metaformer for Anomaly Detection ICCV 2021 Likelihood-free Out-of-Distribution Detection with Invertible Generative Models IJCAI 2021 Lips Don't Lie: A Generalisable and Robust Approach To Face Forgery Detection CVPR 2021 MagDR: Mask-Guided Detection and Reconstruction for Defending Deepfakes CVPR 2021