| ARMBench: An Object-centric Benchmark Dataset for Robotic Manipulation | Mar 29, 2023 | Defect DetectionInstance Segmentation | —Unverified | 0 |
| Machine-learned Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grids | Mar 28, 2023 | Defect DetectionFault Detection | —Unverified | 0 |
| Defect detection using weakly supervised learning | Mar 27, 2023 | Defect DetectionWeakly-supervised Learning | —Unverified | 0 |
| Defect Detection Approaches Based on Simulated Reference Image | Mar 21, 2023 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Photovoltaic Panel Defect Detection Based on Ghost Convolution with BottleneckCSP and Tiny Target Prediction Head Incorporating YOLOv5 | Mar 2, 2023 | Defect Detection | —Unverified | 0 |
| TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques | Feb 26, 2023 | Defect DetectionTransfer Learning | —Unverified | 0 |
| Optimizing YOLOv7 for Semiconductor Defect Detection | Feb 19, 2023 | Defect DetectionObject | —Unverified | 0 |
| A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation | Feb 15, 2023 | Data AugmentationDefect Detection | —Unverified | 0 |
| IH-ViT: Vision Transformer-based Integrated Circuit Appear-ance Defect Detection | Feb 9, 2023 | Decision MakingDefect Detection | —Unverified | 0 |
| Learning Trustworthy Model from Noisy Labels based on Rough Set for Surface Defect Detection | Jan 25, 2023 | Defect Detection | —Unverified | 0 |
| A Lightweight Reconstruction Network for Surface Defect Inspection | Dec 25, 2022 | Defect DetectionImage Reconstruction | —Unverified | 0 |
| High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments | Dec 20, 2022 | Defect DetectionEdge-computing | —Unverified | 0 |
| Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection | Dec 19, 2022 | Data AugmentationDefect Detection | —Unverified | 0 |
| Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques | Dec 19, 2022 | ClassificationDefect Detection | —Unverified | 0 |
| Semi-Siamese Network for Robust Change Detection Across Different Domains with Applications to 3D Printing | Dec 16, 2022 | Change DetectionDefect Detection | —Unverified | 0 |
| Water Bottle Defect Detection System Using Convolutional Neural Network | Dec 8, 2022 | Data AugmentationDefect Detection | —Unverified | 0 |
| Unsupervised Visual Defect Detection with Score-Based Generative Model | Nov 29, 2022 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Normal Reference Attention and Defective Feature Perception Network for Surface Defect Detection | Nov 18, 2022 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Deep Learning based Defect classification and detection in SEM images: A Mask R-CNN approach | Nov 3, 2022 | Defect DetectionInstance Segmentation | —Unverified | 0 |
| Poison Attack and Defense on Deep Source Code Processing Models | Oct 31, 2022 | Clone DetectionCode Repair | —Unverified | 0 |
| Superpixel perception graph neural network for intelligent defect detection of aero-engine blade | Oct 14, 2022 | Defect DetectionGraph Neural Network | —Unverified | 0 |
| An Ontology for Defect Detection in Metal Additive Manufacturing | Sep 29, 2022 | Data IntegrationDecision Making | —Unverified | 0 |
| Intelligent detect for substation insulator defects based on CenterMask | Aug 31, 2022 | Defect Detection | —Unverified | 0 |
| Anomaly segmentation model for defects detection in electroluminescence images of heterojunction solar cells | Aug 11, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Quantum artificial vision for defect detection in manufacturing | Aug 9, 2022 | Defect DetectionDimensionality Reduction | —Unverified | 0 |
| Clear Memory-Augmented Auto-Encoder for Surface Defect Detection | Aug 8, 2022 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Efficient Neural Net Approaches in Metal Casting Defect Detection | Aug 8, 2022 | Defect Detection | —Unverified | 0 |
| Semiconductor Defect Detection by Hybrid Classical-Quantum Deep Learning | Aug 6, 2022 | Deep LearningDefect Detection | CodeCode Available | 0 |
| Convolutional Ensembling based Few-Shot Defect Detection Technique | Aug 5, 2022 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Image-based Detection of Surface Defects in Concrete during Construction | Aug 3, 2022 | Active LearningDefect Detection | CodeCode Available | 0 |
| Taguchi based Design of Sequential Convolution Neural Network for Classification of Defective Fasteners | Jul 22, 2022 | Defect Detection | —Unverified | 0 |
| Adaptive Learning for the Resource-Constrained Classification Problem | Jul 19, 2022 | ClassificationDefect Detection | —Unverified | 0 |
| Defect Transformer: An Efficient Hybrid Transformer Architecture for Surface Defect Detection | Jul 17, 2022 | Computational EfficiencyDecoder | —Unverified | 0 |
| Facilitated machine learning for image-based fruit quality assessment | Jul 10, 2022 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Few-shot incremental learning in the context of solar cell quality inspection | Jul 1, 2022 | Defect DetectionFeature Engineering | —Unverified | 0 |
| Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection | Jun 19, 2022 | CPUDefect Detection | —Unverified | 0 |
| A Survey of Detection Methods for Die Attachment and Wire Bonding Defects in Integrated Circuit Manufacturing | Jun 2, 2022 | Defect DetectionSurvey | —Unverified | 0 |
| A Coupling Enhancement Algorithm for ZrO2 Ceramic Bearing Ball Surface Defect Detection Based on Cartoon-texture Decomposition Model and Multi-Scale Filtering Method | May 23, 2022 | Defect DetectionDenoising | —Unverified | 0 |
| Self-Supervised Masking for Unsupervised Anomaly Detection and Localization | May 13, 2022 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Sibylvariant Transformations for Robust Text Classification | May 10, 2022 | Adversarial RobustnessDefect Detection | CodeCode Available | 0 |
| CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training | May 4, 2022 | Contrastive LearningDefect Detection | —Unverified | 0 |
| CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection | Apr 25, 2022 | Defect Detection | —Unverified | 0 |
| LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection | Apr 25, 2022 | Defect Detection | —Unverified | 0 |
| A Survey on Unsupervised Anomaly Detection Algorithms for Industrial Images | Apr 24, 2022 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Addressing Leakage in Self-Supervised Contextualized Code Retrieval | Apr 17, 2022 | Defect DetectionRetrieval | —Unverified | 0 |
| NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks | Mar 24, 2022 | Defect DetectionDNN Testing | —Unverified | 0 |
| Surface Defect Detection and Evaluation for Marine Vessels using Multi-Stage Deep Learning | Mar 17, 2022 | Defect DetectionSegmentation | —Unverified | 0 |
| An Interactive Explanatory AI System for Industrial Quality Control | Mar 17, 2022 | BIG-bench Machine LearningDefect Detection | —Unverified | 0 |
| A Continual Learning Framework for Adaptive Defect Classification and Inspection | Mar 16, 2022 | ClassificationContinual Learning | —Unverified | 0 |
| A Survey of Surface Defect Detection of Industrial Products Based on A Small Number of Labeled Data | Mar 11, 2022 | Data AugmentationDefect Detection | —Unverified | 0 |