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Anomaly Detection

907 directly classified papers

Papers per year

Papers

A Survey on Universal Adversarial Attack IJCAI 2021
Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection ACL 2021
Noise Doesn't Lie: Towards Universal Detection of Deep Inpainting IJCAI 2021
Exploring Temporal Coherence for More General Video Face Forgery Detection ICCV 2021
Reality Transform Adversarial Generators for Image Splicing Forgery Detection and Localization ICCV 2021
Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change AAAI 2021
Neighborhood Structure Assisted Non-negative Matrix Factorization and Its Application in Unsupervised Point-wise Anomaly Detection JMLR 2021
Improving the Efficiency and Robustness of Deepfakes Detection Through Precise Geometric Features CVPR 2021
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning CVPR 2021
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series AAAI 2021
Masked Contrastive Learning for Anomaly Detection IJCAI 2021
Efficient Certification of Spatial Robustness AAAI 2021
Accelerated Combinatorial Search for Outlier Detection with Provable Bound on Sub-Optimality AAAI 2021
Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance Video IJCAI 2021
Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis IJCAI 2021
Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion IJCAI 2021
RCA: A Deep Collaborative Autoencoder Approach for Anomaly Detection IJCAI 2021
Autoencoding Under Normalization Constraints ICML 2021
Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise ICML 2021
Transfer-Based Semantic Anomaly Detection ICML 2021
Feature Clustering for Support Identification in Extreme Regions ICML 2021
Image Manipulation Detection by Multi-View Multi-Scale Supervision ICCV 2021
DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection ICCV 2021
Unsupervised Brain Anomaly Detection and Segmentation with Transformers MIDL 2021
Dance With Self-Attention: A New Look of Conditional Random Fields on Anomaly Detection in Videos ICCV 2021