Browse State-of-the-Art › Defect Detection › Papers, page 2
Defect Detection
Papers archive 2025-07-28
archive papers tagged: 394 · with a code link: 86 · where Syntology ran a sample: 14 (12 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (14 of 394 tagged: 12 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Page 2 of 4: papers 101 to 200 of 394, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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CXR-AD: Component X-ray Image Dataset for Industrial Anomaly Detection6 May 2025 0 repositories listed
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Enhancing Glass Defect Detection with Diffusion Models: Addressing Imbalanced Datasets in Manufacturing Quality Control6 May 2025 0 repositories listed
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Redundancy Analysis and Mitigation for Machine Learning-Based Process Monitoring of Additive Manufacturing30 Apr 2025 0 repositories listed
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A Signal Matrix-Based Local Flaw Detection Framework for Steel Wire Ropes Using Convolutional Neural Networks15 Apr 2025 0 repositories listed
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CFIS-YOLO: A Lightweight Multi-Scale Fusion Network for Edge-Deployable Wood Defect Detection15 Apr 2025 0 repositories listed
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Event-based Civil Infrastructure Visual Defect Detection: ev-CIVIL Dataset and Benchmark8 Apr 2025 0 repositories listed
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Semiconductor Wafer Map Defect Classification with Tiny Vision Transformers3 Apr 2025 0 repositories listed
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Semantic-Preserving Transformations as Mutation Operators: A Study on Their Effectiveness in Defect Detection30 Mar 2025 0 repositories listed
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Multimodal surface defect detection from wooden logs for sawing optimization27 Mar 2025 0 repositories listed
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Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications26 Mar 2025 0 repositories listed
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EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models18 Mar 2025 0 repositories listed
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Fully-Synthetic Training for Visual Quality Inspection in Automotive Production12 Mar 2025 0 repositories listed
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6 Mar 2025 0 repositories listed
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AI-Driven Multi-Stage Computer Vision System for Defect Detection in Laser-Engraved Industrial Nameplates5 Mar 2025 0 repositories listed
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PA-CLIP: Enhancing Zero-Shot Anomaly Detection through Pseudo-Anomaly Awareness3 Mar 2025 0 repositories listed
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Self-Adaptive Gamma Context-Aware SSM-based Model for Metal Defect Detection3 Mar 2025 0 repositories listed
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A Survey on Foundation-Model-Based Industrial Defect Detection26 Feb 2025 0 repositories listed
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Improved YOLOv7x-Based Defect Detection Algorithm for Power Equipment25 Feb 2025 0 repositories listed
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Local Flaw Detection with Adaptive Pyramid Image Fusion Across Spatial Sampling Resolution for SWRs18 Feb 2025 0 repositories listed
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SEM-CLIP: Precise Few-Shot Learning for Nanoscale Defect Detection in Scanning Electron Microscope Image15 Feb 2025 0 repositories listed
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Improved YOLOv7 model for insulator defect detection11 Feb 2025 0 repositories listed
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YOLO Network For Defect Detection In Optical lenses11 Feb 2025 0 repositories listed
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An Appearance Defect Detection Method for Cigarettes Based on C-CenterNet10 Feb 2025 0 repositories listed
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Terahertz Defect Detection in Multi-Layer Materials Using Echo Labeling6 Feb 2025 0 repositories listed
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SPFFNet: Strip Perception and Feature Fusion Spatial Pyramid Pooling for Fabric Defect Detection3 Feb 2025 0 repositories listed
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Surface Defect Identification using Bayesian Filtering on a 3D Mesh30 Jan 2025 0 repositories listed
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Effective Defect Detection Using Instance Segmentation for NDI24 Jan 2025 0 repositories listed
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High-Precision Fabric Defect Detection via Adaptive Shape Convolutions and Large Kernel Spatial Modeling24 Jan 2025 0 repositories listed
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Human-AI Collaborative Game Testing with Vision Language Models20 Jan 2025 0 repositories listed
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Patch-aware Vector Quantized Codebook Learning for Unsupervised Visual Defect Detection15 Jan 2025 0 repositories listed
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Defect Detection Network In PCB Circuit Devices Based on GAN Enhanced YOLOv1112 Jan 2025 0 repositories listed
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GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent24 Dec 2024 0 repositories listed
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A Multimodal Fusion Framework for Bridge Defect Detection with Cross-Verification23 Dec 2024 0 repositories listed
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Adaptive Signal Analysis for Automated Subsurface Defect Detection Using Impact Echo in Concrete Slabs23 Dec 2024 0 repositories listed
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Detecting and Classifying Defective Products in Images Using YOLO22 Dec 2024 0 repositories listed
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Deep Reinforcement Learning Based Systems for Safety Critical Applications in Aerospace21 Dec 2024 0 repositories listed
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Distributed Intelligent System Architecture for UAV-Assisted Monitoring of Wind Energy Infrastructure12 Dec 2024 0 repositories listed
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A Hybrid Framework for Statistical Feature Selection and Image-Based Noise-Defect Detection11 Dec 2024 0 repositories listed
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2.5D Super-Resolution Approaches for X-ray Computed Tomography-based Inspection of Additively Manufactured Parts5 Dec 2024 0 repositories listed
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HyperDefect-YOLO: Enhance YOLO with HyperGraph Computation for Industrial Defect Detection5 Dec 2024 0 repositories listed
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Thermal and RGB Images Work Better Together in Wind Turbine Damage Detection5 Dec 2024 0 repositories listed
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Fab-ME: A Vision State-Space and Attention-Enhanced Framework for Fabric Defect Detection4 Dec 2024 0 repositories listed
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In-Situ Melt Pool Characterization via Thermal Imaging for Defect Detection in Directed Energy Deposition Using Vision Transformers18 Nov 2024 0 repositories listed
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Transmission Line Defect Detection Based on UAV Patrol Images and Vision-language Pretraining18 Nov 2024 0 repositories listed
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Wafer Map Defect Classification Using Autoencoder-Based Data Augmentation and Convolutional Neural Network17 Nov 2024 0 repositories listed
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3-DUSSS: 3-Dimensional Ultrasonic Self Supervised Segmentation12 Nov 2024 0 repositories listed
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PV-faultNet: Optimized CNN Architecture to detect defects resulting efficient PV production5 Nov 2024 0 repositories listed
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Scalable AI Framework for Defect Detection in Metal Additive Manufacturing1 Nov 2024 0 repositories listed
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Automated Defect Detection and Grading of Piarom Dates Using Deep Learning23 Oct 2024 0 repositories listed
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Integrating Artificial Intelligence Models and Synthetic Image Data for Enhanced Asset Inspection and Defect Identification15 Oct 2024 0 repositories listed
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YOLO-ELA: Efficient Local Attention Modeling for High-Performance Real-Time Insulator Defect Detection15 Oct 2024 0 repositories listed
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CBAM-SwinT-BL: Small Rail Surface Defect Detection Method Based on Swin Transformer with Block Level CBAM Enhancement30 Sep 2024 0 repositories listed
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Sparse Modelling for Feature Learning in High Dimensional Data28 Sep 2024 0 repositories listed
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XAI-guided Insulator Anomaly Detection for Imbalanced Datasets25 Sep 2024 0 repositories listed
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Cycle-Consistency Uncertainty Estimation for Visual Prompting based One-Shot Defect Segmentation21 Sep 2024 0 repositories listed
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Enhancing Printed Circuit Board Defect Detection through Ensemble Learning14 Sep 2024 0 repositories listed
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Scanning Electron Microscopy-based Automatic Defect Inspection for Semiconductor Manufacturing: A Systematic Review10 Sep 2024 0 repositories listed
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Texture-AD: An Anomaly Detection Dataset and Benchmark for Real Algorithm Development10 Sep 2024 0 repositories listed
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DDNet: Deformable Convolution and Dense FPN for Surface Defect Detection in Recycled Books8 Sep 2024 0 repositories listed
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Advancing SEM Based Nano-Scale Defect Analysis in Semiconductor Manufacturing for Advanced IC Nodes6 Sep 2024 0 repositories listed
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Reinforcement Learning Approach to Optimizing Profilometric Sensor Trajectories for Surface Inspection5 Sep 2024 0 repositories listed
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The Role of Artificial Intelligence and Machine Learning in Software Testing4 Sep 2024 0 repositories listed
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Unsupervised Welding Defect Detection Using Audio And Video3 Sep 2024 0 repositories listed
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Self-Supervised Learning for Identifying Defects in Sewer Footage2 Sep 2024 0 repositories listed
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Bring the Power of Diffusion Model to Defect Detection25 Aug 2024 0 repositories listed
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Unlearning Trojans in Large Language Models: A Comparison Between Natural Language and Source Code22 Aug 2024 0 repositories listed
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Irregularity Inspection using Neural Radiance Field21 Aug 2024 0 repositories listed
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21 Aug 2024 0 repositories listed
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Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network19 Aug 2024 0 repositories listed
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Source-Free Test-Time Adaptation For Online Surface-Defect Detection18 Aug 2024 0 repositories listed
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Long working distance portable smartphone microscopy for metallic mesh defect detection10 Aug 2024 0 repositories listed
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Audio-visual cross-modality knowledge transfer for machine learning-based in-situ monitoring in laser additive manufacturing9 Aug 2024 0 repositories listed
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Eliminating Backdoors in Neural Code Models for Secure Code Understanding8 Aug 2024 0 repositories listed
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Statistical Batch-Based Bearing Fault Detection24 Jul 2024 0 repositories listed
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YOLO-pdd: A Novel Multi-scale PCB Defect Detection Method Using Deep Representations with Sequential Images22 Jul 2024 0 repositories listed
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GDDS: A Single Domain Generalized Defect Detection Frame of Open World Scenario using Gather and Distribute Domain-shift Suppression Network18 Jul 2024 0 repositories listed
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In-Situ Infrared Camera Monitoring for Defect and Anomaly Detection in Laser Powder Bed Fusion: Calibration, Data Mapping, and Feature Extraction17 Jul 2024 0 repositories listed
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FabGPT: An Efficient Large Multimodal Model for Complex Wafer Defect Knowledge Queries15 Jul 2024 0 repositories listed
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Unified Anomaly Detection methods on Edge Device using Knowledge Distillation and Quantization3 Jul 2024 0 repositories listed
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Towards Reducing Data Acquisition and Labeling for Defect Detection using Simulated Data27 Jun 2024 0 repositories listed
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Faster Metallic Surface Defect Detection Using Deep Learning with Channel Shuffling19 Jun 2024 0 repositories listed
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A Comprehensive Survey on Machine Learning Driven Material Defect Detection12 Jun 2024 0 repositories listed
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A PRISMA Driven Systematic Review of Publicly Available Datasets for Benchmark and Model Developments for Industrial Defect Detection11 Jun 2024 0 repositories listed
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Global-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection11 Jun 2024 0 repositories listed
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A Deep Learning-Augmented Stand-off Radar Scheme for Rapidly Detecting Tree Defects8 Jun 2024 0 repositories listed
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2 Jun 2024 0 repositories listed
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A Study on Unsupervised Anomaly Detection and Defect Localization using Generative Model in Ultrasonic Non-Destructive Testing26 May 2024 0 repositories listed
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MemoryMamba: Memory-Augmented State Space Model for Defect Recognition6 May 2024 0 repositories listed
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Defect Localization Using Region of Interest and Histogram-Based Enhancement Approaches in 3D-Printing25 Apr 2024 0 repositories listed
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Machine Learning for Pre/Post Flight UAV Rotor Defect Detection Using Vibration Analysis24 Apr 2024 0 repositories listed
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In-situ process monitoring and adaptive quality enhancement in laser additive manufacturing: a critical review21 Apr 2024 0 repositories listed
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CarcassFormer: An End-to-end Transformer-based Framework for Simultaneous Localization, Segmentation and Classification of Poultry Carcass Defect17 Apr 2024 0 repositories listed
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AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth10 Apr 2024 0 repositories listed
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Automatic Defect Detection in Sewer Network Using Deep Learning Based Object Detector9 Apr 2024 0 repositories listed
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Towards Improved Semiconductor Defect Inspection for high-NA EUVL based on SEMI-SuperYOLO-NAS8 Apr 2024 0 repositories listed
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Stochastic Geometry Models for Texture Synthesis of Machined Metallic Surfaces: Sandblasting and Milling20 Mar 2024 0 repositories listed
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OCR is All you need: Importing Multi-Modality into Image-based Defect Detection System18 Mar 2024 0 repositories listed
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LERENet: Eliminating Intra-class Differences for Metal Surface Defect Few-shot Semantic Segmentation17 Mar 2024 0 repositories listed
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Open Stamped Parts Dataset15 Mar 2024 0 repositories listed
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Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment14 Mar 2024 0 repositories listed