DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection Aug 17, 2021 Anomaly Classification Anomaly Detection
Code Code Available Graph Contrastive Learning for Anomaly Detection Aug 17, 2021 Anomaly Detection Binary Classification
Code Code Available A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction Aug 16, 2021 Anomaly Detection Optical Flow Estimation
Code Code Available P-WAE: Generalized Patch-Wasserstein Autoencoder for Anomaly Screening Aug 9, 2021 Anomaly Detection Variational Inference
Code Code Available Unsupervised Image Anomaly Detection and Segmentation Based on Pre-trained Feature Mapping Aug 6, 2021 Anomaly Detection Anomaly Segmentation
Code Code Available Log-based Anomaly Detection Without Log Parsing Aug 4, 2021 Anomaly Detection Log Parsing
Code Code Available Explainable Deep Few-shot Anomaly Detection with Deviation Networks Aug 1, 2021 Anomaly Detection Multiple Instance Learning
Code Code Available CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows Jul 27, 2021 Anomaly Classification Anomaly Detection
Code Code Available Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation Jul 23, 2021 Anomaly Detection Scene Segmentation
Code Code Available Traffic4D: Single View Reconstruction of Repetitious Activity Using Longitudinal Self-Supervision Jul 16, 2021 3D Reconstruction Anomaly Detection
Code Code Available Neural Contextual Anomaly Detection for Time Series Jul 16, 2021 Anomaly Detection Contextual Anomaly Detection
Code Code Available Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection Jul 13, 2021 Anomaly Detection
Code Code Available Enhancing the Analysis of Software Failures in Cloud Computing Systems with Deep Learning Jun 29, 2021 Anomaly Detection Cloud Computing
Code Code Available TS2Vec: Towards Universal Representation of Time Series Jun 19, 2021 Anomaly Detection Contrastive Learning
Code Code Available Deep Learning in Latent Space for Video Prediction and Compression Jun 19, 2021 Anomaly Detection Deep Learning
Code Code Available Anomaly Detection in Dynamic Graphs via Transformer Jun 18, 2021 Anomaly Detection
Code Code Available Anomaly Detection in Video Sequences: A Benchmark and Computational Model Jun 16, 2021 Anomaly Detection
Code Code Available FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation Jun 16, 2021 Anomaly Detection Anomaly Detection In Surveillance Videos
Code Code Available Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection Jun 15, 2021 Anomaly Detection Federated Learning
Code Code Available Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian Filtering Jun 15, 2021 Anomaly Detection Time Series
Code Code Available A Comprehensive Survey on Graph Anomaly Detection with Deep Learning Jun 14, 2021 Anomaly Detection Deep Learning
Code Code Available MLPerf Tiny Benchmark Jun 14, 2021 Anomaly Detection BIG-bench Machine Learning
Code Code Available Graph Neural Network-Based Anomaly Detection in Multivariate Time Series Jun 13, 2021 Anomaly Detection Graph Neural Network
Code Code Available Implicit field learning for unsupervised anomaly detection in medical images Jun 9, 2021 Anomaly Detection Decoder
Code Code Available DASVDD: Deep Autoencoding Support Vector Data Descriptor for Anomaly Detection Jun 9, 2021 Anomaly Detection Supervised Anomaly Detection
Code Code Available XBNet : An Extremely Boosted Neural Network Jun 9, 2021 Anomaly Detection Breast Cancer Detection
Code Code Available Sketch-Based Anomaly Detection in Streaming Graphs Jun 8, 2021 Anomaly Detection Intrusion Detection
Code Code Available MemStream: Memory-Based Streaming Anomaly Detection Jun 7, 2021 Anomaly Detection Denoising
Code Code Available Mean-Shifted Contrastive Loss for Anomaly Detection Jun 7, 2021 Anomaly Detection Contrastive Learning
Code Code Available ToyADMOS2: Another dataset of miniature-machine operating sounds for anomalous sound detection under domain shift conditions Jun 4, 2021 Anomaly Detection Fault Diagnosis
Code Code Available Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation May 31, 2021 Anomaly Detection Anomaly Segmentation
Code Code Available Conformal Anomaly Detection on Spatio-Temporal Observations with Missing Data May 25, 2021 Anomaly Detection Conformal Prediction
Code Code Available Feature Encoding with AutoEncoders for Weakly-supervised Anomaly Detection May 22, 2021 Anomaly Detection Supervised Anomaly Detection
Code Code Available Masked Contrastive Learning for Anomaly Detection May 18, 2021 Anomaly Detection Contrastive Learning
Code Code Available Vision Transformers are Robust Learners May 17, 2021 Anomaly Detection Image Classification
Code Code Available Real-Time Anomaly Detection and Feature Analysis Based on Time Series for Surveillance Video May 11, 2021 Anomaly Detection Anomaly Detection In Surveillance Videos
Code Code Available Unsupervised Offline Changepoint Detection Ensembles May 9, 2021 Anomaly Detection Change Point Detection
Code Code Available A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection Apr 29, 2021 Anomaly Detection Defect Detection
Code Code Available Inpainting Transformer for Anomaly Detection Apr 28, 2021 Anomaly Detection
Code Code Available The 5th AI City Challenge Apr 25, 2021 Anomaly Detection Computational Efficiency
Code Code Available Anomaly Detection for Solder Joints Using β-VAE Apr 24, 2021 Anomaly Detection Feature Engineering
Code Code Available Supervised Anomaly Detection via Conditional Generative Adversarial Network and Ensemble Active Learning Apr 24, 2021 Active Learning Anomaly Detection
Code Code Available An End-to-End Computer Vision Methodology for Quantitative Metallography Apr 22, 2021 Anomaly Detection Image Inpainting
Code Code Available A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams Apr 21, 2021 Anomaly Detection Drift Detection
Code Code Available VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization Apr 20, 2021 Anomaly Detection
Code Code Available What is Wrong with One-Class Anomaly Detection? Apr 20, 2021 Anomaly Detection
Code Code Available Beyond Outlier Detection: Outlier Interpretation by Attention-Guided Triplet Deviation Network Apr 19, 2021 Anomaly Detection Outlier Detection
Code Code Available Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning Apr 15, 2021 Anomaly Detection Anomaly Detection In Surveillance Videos
Code Code Available ADNet: Temporal Anomaly Detection in Surveillance Videos Apr 14, 2021 Anomaly Detection Anomaly Detection In Surveillance Videos
Code Code Available Learning Normal Dynamics in Videos with Meta Prototype Network Apr 14, 2021 Anomaly Detection Meta-Learning
Code Code Available 