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Anomaly Detection

907 directly classified papers

Papers per year

Papers

Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics CVPR 2020
Face X-Ray for More General Face Forgery Detection CVPR 2020
Detecting Semantic Anomalies AAAI 2020
Latent Regularized Generative Dual Adversarial Network For Abnormal Detection IJCAI 2020
Detecting Out-of-Distribution Examples with Gram Matrices ICML 2020
MixedAD: A Scalable Algorithm for Detecting Mixed Anomalies in Attributed Graphs AAAI 2020
Interpretable, Multidimensional, Multimodal Anomaly Detection with Negative Sampling for Detection of Device Failure ICML 2020
An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image Forensics CVPR 2020
Single-Step Adversarial Training With Dropout Scheduling CVPR 2020
Uninformed Students: Student-Teacher Anomaly Detection With Discriminative Latent Embeddings CVPR 2020
Learning Latent Space Energy-Based Prior Model NIPS 2020
Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings EMNLP 2020
Multimodal Categorization of Crisis Events in Social Media CVPR 2020
Learning Memory-Guided Normality for Anomaly Detection CVPR 2020
Lipschitz Continuous Autoencoders in Application to Anomaly Detection AISTATS 2020
Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features NIPS 2020
Rate-distortion optimization guided autoencoder for isometric embedding in Euclidean latent space ICML 2020
DROCC: Deep Robust One-Class Classification ICML 2020
R²MRF: Defocus Blur Detection via Recurrently Refining Multi-Scale Residual Features AAAI 2020
Personalized Early Stage Alzheimer’s Disease Detection: A Case Study of President Reagan’s Speeches ACL 2020
Resolving Pronouns in Twitter Streams: Context can Help! COLING 2020
Robust Anomaly Detection in Videos Using Multilevel Representations AAAI 2019
Outlier Detection and Robust PCA Using a Convex Measure of Innovation NIPS 2019
No-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking AAAI 2019
Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos CVPR 2019