| RailTrack-DaViT: A Vision Transformer-Based Approach for Automated Railway Track Defect Detection | Aug 7, 2024 | Defect Detection | CodeCode Available | 0 |
| SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect Detection | Aug 6, 2024 | Anomaly DetectionDefect Detection | CodeCode Available | 9 |
| Few-shot Defect Image Generation based on Consistency Modeling | Aug 1, 2024 | Defect DetectionDiversity | CodeCode Available | 1 |
| Statistical Batch-Based Bearing Fault Detection | Jul 24, 2024 | Defect DetectionFault Detection | —Unverified | 0 |
| YOLO-pdd: A Novel Multi-scale PCB Defect Detection Method Using Deep Representations with Sequential Images | Jul 22, 2024 | Defect Detectionobject-detection | —Unverified | 0 |
| GDDS: A Single Domain Generalized Defect Detection Frame of Open World Scenario using Gather and Distribute Domain-shift Suppression Network | Jul 18, 2024 | Defect DetectionDomain Generalization | —Unverified | 0 |
| In-Situ Infrared Camera Monitoring for Defect and Anomaly Detection in Laser Powder Bed Fusion: Calibration, Data Mapping, and Feature Extraction | Jul 17, 2024 | 3D geometryAnomaly Detection | —Unverified | 0 |
| FabGPT: An Efficient Large Multimodal Model for Complex Wafer Defect Knowledge Queries | Jul 15, 2024 | Defect DetectionQuestion Answering | —Unverified | 0 |
| A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization | Jul 12, 2024 | Anomaly DetectionDefect Detection | CodeCode Available | 3 |
| Explainable Differential Privacy-Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring | Jul 9, 2024 | Anomaly DetectionDefect Detection | CodeCode Available | 0 |
| Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface Defect Detection | Jul 4, 2024 | Data AugmentationDefect Detection | CodeCode Available | 1 |
| Unified Anomaly Detection methods on Edge Device using Knowledge Distillation and Quantization | Jul 3, 2024 | Anomaly DetectionCPU | —Unverified | 0 |
| Towards Reducing Data Acquisition and Labeling for Defect Detection using Simulated Data | Jun 27, 2024 | Defect DetectionDomain Adaptation | —Unverified | 0 |
| LiteYOLO-ID: A Lightweight Object Detection Network for Insulator Defect Detection | Jun 24, 2024 | Defect DetectionInsulator Defect Detection | CodeCode Available | 1 |
| Faster Metallic Surface Defect Detection Using Deep Learning with Channel Shuffling | Jun 19, 2024 | Defect Detection | —Unverified | 0 |
| A Comprehensive Survey on Machine Learning Driven Material Defect Detection | Jun 12, 2024 | Defect DetectionSurvey | —Unverified | 0 |
| A PRISMA Driven Systematic Review of Publicly Available Datasets for Benchmark and Model Developments for Industrial Defect Detection | Jun 11, 2024 | BenchmarkingDefect Detection | —Unverified | 0 |
| Global-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection | Jun 11, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| A Deep Learning-Augmented Stand-off Radar Scheme for Rapidly Detecting Tree Defects | Jun 8, 2024 | Defect Detection | —Unverified | 0 |
| SAM-LAD: Segment Anything Model Meets Zero-Shot Logic Anomaly Detection | Jun 2, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection | Jun 1, 2024 | Data AugmentationDefect Detection | CodeCode Available | 1 |
| A Study on Unsupervised Anomaly Detection and Defect Localization using Generative Model in Ultrasonic Non-Destructive Testing | May 26, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| MINet: Multi-scale Interactive Network for Real-time Salient Object Detection of Strip Steel Surface Defects | May 25, 2024 | CPUDefect Detection | CodeCode Available | 1 |
| Aerial Inspection of High-Voltage Power Lines Using YOLOv8 Real-Time Object Detector | May 24, 2024 | CPUDefect Detection | CodeCode Available | 0 |
| Incomplete Multimodal Industrial Anomaly Detection via Cross-Modal Distillation | May 22, 2024 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| MemoryMamba: Memory-Augmented State Space Model for Defect Recognition | May 6, 2024 | Defect Detection | —Unverified | 0 |
| Defect Localization Using Region of Interest and Histogram-Based Enhancement Approaches in 3D-Printing | Apr 25, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Machine Learning for Pre/Post Flight UAV Rotor Defect Detection Using Vibration Analysis | Apr 24, 2024 | Defect DetectionDimensionality Reduction | —Unverified | 0 |
| In-situ process monitoring and adaptive quality enhancement in laser additive manufacturing: a critical review | Apr 21, 2024 | BenchmarkingDecision Making | —Unverified | 0 |
| PV-S3: Advancing Automatic Photovoltaic Defect Detection using Semi-Supervised Semantic Segmentation of Electroluminescence Images | Apr 21, 2024 | Defect DetectionSegmentation | CodeCode Available | 0 |
| CarcassFormer: An End-to-end Transformer-based Framework for Simultaneous Localization, Segmentation and Classification of Poultry Carcass Defect | Apr 17, 2024 | Defect Detection | CodeCode Available | 0 |
| Assessing The Impact of CNN Auto Encoder-Based Image Denoising on Image Classification Tasks | Apr 16, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth | Apr 10, 2024 | Active LearningDefect Detection | —Unverified | 0 |
| Automatic Defect Detection in Sewer Network Using Deep Learning Based Object Detector | Apr 9, 2024 | Defect DetectionObject | —Unverified | 0 |
| Towards Improved Semiconductor Defect Inspection for high-NA EUVL based on SEMI-SuperYOLO-NAS | Apr 8, 2024 | Data AugmentationDefect Detection | —Unverified | 0 |
| Stochastic Geometry Models for Texture Synthesis of Machined Metallic Surfaces: Sandblasting and Milling | Mar 20, 2024 | Defect DetectionTexture Synthesis | —Unverified | 0 |
| OCR is All you need: Importing Multi-Modality into Image-based Defect Detection System | Mar 18, 2024 | AllDecision Making | —Unverified | 0 |
| LERENet: Eliminating Intra-class Differences for Metal Surface Defect Few-shot Semantic Segmentation | Mar 17, 2024 | Defect DetectionFew-Shot Semantic Segmentation | —Unverified | 0 |
| Open Stamped Parts Dataset | Mar 15, 2024 | Defect Detection | —Unverified | 0 |
| Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment | Mar 14, 2024 | Defect Detectionimage-classification | —Unverified | 0 |
| Evaluating Text-to-Image Generative Models: An Empirical Study on Human Image Synthesis | Mar 8, 2024 | Defect DetectionFairness | CodeCode Available | 0 |
| Defect Detection in Tire X-Ray Images: Conventional Methods Meet Deep Structures | Feb 28, 2024 | Defect DetectionFeature Engineering | —Unverified | 0 |
| A Large-scale Evaluation of Pretraining Paradigms for the Detection of Defects in Electroluminescence Solar Cell Images | Feb 27, 2024 | BenchmarkingDefect Detection | —Unverified | 0 |
| PatchFlow: Leveraging a Flow-Based Model with Patch Features | Feb 24, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| On Trojan Signatures in Large Language Models of Code | Feb 23, 2024 | Binary ClassificationDefect Detection | —Unverified | 0 |
| Advancements in Point Cloud-Based 3D Defect Detection and Classification for Industrial Systems: A Comprehensive Survey | Feb 20, 2024 | Autonomous DrivingDefect Detection | —Unverified | 0 |
| Road Surface Defect Detection -- From Image-based to Non-image-based: A Survey | Feb 6, 2024 | Defect Detection | —Unverified | 0 |
| Multi-class Road Defect Detection and Segmentation using Spatial and Channel-wise Attention for Autonomous Road Repairing | Feb 6, 2024 | Defect DetectionDiversity | —Unverified | 0 |
| Joint Attention-Guided Feature Fusion Network for Saliency Detection of Surface Defects | Feb 5, 2024 | Defect DetectionSaliency Detection | —Unverified | 0 |
| An Insight into Security Code Review with LLMs: Capabilities, Obstacles, and Influential Factors | Jan 29, 2024 | Defect Detection | —Unverified | 0 |