| CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation | Sep 2, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 |
| Anomaly Detection of Defect using Energy of Point Pattern Features within Random Finite Set Framework | Aug 27, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| S2D2Net: An Improved Approach For Robust Steel Surface Defects Diagnosis With Small Sample Learning | Aug 23, 2021 | Defect DetectionDiversity | CodeCode Available | 0 |
| Fast Accurate Defect Detection in Wafer Fabrication | Aug 23, 2021 | Defect Detection | —Unverified | 0 |
| A Deep Learning Based Automatic Defect Analysis Framework for In-situ TEM Ion Irradiations | Aug 19, 2021 | Defect Detectionobject-detection | CodeCode Available | 0 |
| Multi defect detection and analysis of electron microscopy images with deep learning | Aug 19, 2021 | Deep LearningDefect Detection | —Unverified | 0 |
| DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection | Aug 17, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| TL-SDD: A Transfer Learning-Based Method for Surface Defect Detection with Few Samples | Aug 16, 2021 | Defect DetectionTransfer Learning | —Unverified | 0 |
| A Cascaded Zoom-In Network for Patterned Fabric Defect Detection | Aug 15, 2021 | Defect Detection | —Unverified | 0 |
| Reference-based Defect Detection Network | Aug 10, 2021 | Defect Detectionobject-detection | —Unverified | 0 |
| An Uncertainty-Aware Deep Learning Framework for Defect Detection in Casting Products | Jul 24, 2021 | Defect Detectionimage-classification | —Unverified | 0 |
| Optical Inspection of the Silicon Micro-strip Sensors for the CBM Experiment employing Artificial Intelligence | Jul 16, 2021 | Defect Detection | —Unverified | 0 |
| One-class Steel Detector Using Patch GAN Discriminator for Visualising Anomalous Feature Map | Jun 30, 2021 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Zero-sample surface defect detection and classification based on semantic feedback neural network | Jun 15, 2021 | AttributeDefect Detection | —Unverified | 0 |
| Intelligent Vision Based Wear Forecasting on Surfaces of Machine Tool Elements | Jun 12, 2021 | Defect DetectionPrognosis | —Unverified | 0 |
| Generative adversarial network with object detector discriminator for enhanced defect detection on ultrasonic B-scans | Jun 8, 2021 | Data AugmentationDefect Detection | —Unverified | 0 |
| Deep Unfolding of Iteratively Reweighted ADMM for Wireless RF Sensing | Jun 7, 2021 | Compressive SensingDefect Detection | —Unverified | 0 |
| Drone-based AI and 3D Reconstruction for Digital Twin Augmentation | May 20, 2021 | 3D ReconstructionDefect Detection | —Unverified | 0 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 |
| Deep Learning Based Steel Pipe Weld Defect Detection | Apr 30, 2021 | Deep LearningDefect Detection | CodeCode Available | 1 |
| A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection | Apr 29, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| PANDA : Perceptually Aware Neural Detection of Anomalies | Apr 28, 2021 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Mixed supervision for surface-defect detection: from weakly to fully supervised learning | Apr 13, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| SIGAN: A Novel Image Generation Method for Solar Cell Defect Segmentation and Augmentation | Apr 11, 2021 | Defect DetectionGenerative Adversarial Network | —Unverified | 0 |
| TaylorMade VDD: Domain-adaptive Visual Defect Detector for High-mix Low-volume Production of Non-convex Cylindrical Metal Objects | Apr 9, 2021 | Defect Detectionobject-detection | —Unverified | 0 |
| Screw defect detection system based on AI image recognition technology | Apr 8, 2021 | Defect Detection | —Unverified | 0 |
| CutPaste: Self-Supervised Learning for Anomaly Detection and Localization | Apr 8, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| Synthetic training data generation for deep learning based quality inspection | Apr 7, 2021 | Deep LearningDefect Detection | —Unverified | 0 |
| Capacitive imaging using fused amplitude and phase information for improved defect detection | Mar 25, 2021 | Defect Detection | —Unverified | 0 |
| Anomaly detection and automatic labeling for solar cell quality inspection based on Generative Adversarial Network | Mar 5, 2021 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Railway Anomaly detection model using synthetic defect images generated by CycleGAN | Feb 24, 2021 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 |
| Evaluation of Point Pattern Features for Anomaly Detection of Defect within Random Finite Set Framework | Feb 3, 2021 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Automatic Volumetric Segmentation of Additive Manufacturing Defects with 3D U-Net | Jan 22, 2021 | Defect DetectionSegmentation | —Unverified | 0 |
| TLU-Net: A Deep Learning Approach for Automatic Steel Surface Defect Detection | Jan 18, 2021 | Defect DetectionTransfer Learning | —Unverified | 0 |
| Cognitive Visual Inspection Service for LCD Manufacturing Industry | Jan 11, 2021 | Defect Detection | —Unverified | 0 |
| Automatic Defect Detection of Print Fabric Using Convolutional Neural Network | Jan 3, 2021 | Defect Detection | —Unverified | 0 |
| Detection algorithm of defects on polyethylene gas pipe using image recognition | Jan 1, 2021 | Defect DetectionEdge Detection | —Unverified | 0 |
| DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection | Jan 1, 2021 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Parallel-beam X-ray CT datasets of apples with internal defects and label balancing for machine learning | Dec 24, 2020 | Defect DetectionImage Reconstruction | CodeCode Available | 0 |
| BAF-Detector: An Efficient CNN-Based Detector for Photovoltaic Cell Defect Detection | Dec 19, 2020 | Defect DetectionRegion Proposal | CodeCode Available | 0 |
| Computer Vision and Normalizing Flow-Based Defect Detection | Dec 12, 2020 | Anomaly DetectionDefect Detection | CodeCode Available | 0 |
| Sylvester Matrix Based Similarity Estimation Method for Automation of Defect Detection in Textile Fabrics | Dec 9, 2020 | Defect DetectionEdge Detection | —Unverified | 0 |
| Industrial object, machine part and defect recognition towards fully automated industrial monitoring employing deep learning. The case of multilevel VGG19 | Nov 23, 2020 | Defect Detectionobject-detection | —Unverified | 0 |
| Defect Detection by MIMO Wireless Sensing based on Weighted Low-Rank plus Sparse Recovery | Oct 31, 2020 | Compressive SensingDefect Detection | —Unverified | 0 |
| Low-rank Convex/Sparse Thermal Matrix Approximation for Infrared-based Diagnostic System | Oct 14, 2020 | Breast Cancer DetectionClustering | —Unverified | 0 |
| A deep learning-based approach for the automated surface inspection of copper clad laminate images | Sep 19, 2020 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Auto-Classifier: A Robust Defect Detector Based on an AutoML Head | Sep 3, 2020 | AllAutoML | CodeCode Available | 0 |
| GAN-based Anomaly Detection in Imbalance Problems | Aug 28, 2020 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows | Aug 28, 2020 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |