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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 3 of 4: papers 201 to 300 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.

• Defect Detection in Tire X-Ray Images: Conventional Methods Meet Deep Structures
  28 Feb 2024 0 repositories listed
• A Large-scale Evaluation of Pretraining Paradigms for the Detection of Defects in Electroluminescence Solar Cell Images
  27 Feb 2024 0 repositories listed
• PatchFlow: Leveraging a Flow-Based Model with Patch Features
  24 Feb 2024 0 repositories listed
• On Trojan Signatures in Large Language Models of Code
  23 Feb 2024 0 repositories listed
• Advancements in Point Cloud-Based 3D Defect Detection and Classification for Industrial Systems: A Comprehensive Survey
  20 Feb 2024 0 repositories listed
• Multi-class Road Defect Detection and Segmentation using Spatial and Channel-wise Attention for Autonomous Road Repairing
  6 Feb 2024 0 repositories listed
• Road Surface Defect Detection -- From Image-based to Non-image-based: A Survey
  6 Feb 2024 0 repositories listed
• Joint Attention-Guided Feature Fusion Network for Saliency Detection of Surface Defects
  5 Feb 2024 0 repositories listed
• A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography
  29 Jan 2024 0 repositories listed
• An Insight into Security Code Review with LLMs: Capabilities, Obstacles, and Influential Factors
  29 Jan 2024 0 repositories listed
• A Systematic Review of Available Datasets in Additive Manufacturing
  27 Jan 2024 0 repositories listed
• XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection
  18 Jan 2024 0 repositories listed
• Controllable Image Synthesis of Industrial Data Using Stable Diffusion
  6 Jan 2024 0 repositories listed
• YOLO algorithm with hybrid attention feature pyramid network for solder joint defect detection
  2 Jan 2024 0 repositories listed
• A Novel Approach for Defect Detection of Wind Turbine Blade Using Virtual Reality and Deep Learning
  30 Dec 2023 0 repositories listed
• Boosting Defect Detection in Manufacturing using Tensor Convolutional Neural Networks
  29 Dec 2023 0 repositories listed
• CRD: Collaborative Representation Distance for Practical Anomaly Detection
  20 Dec 2023 0 repositories listed
• Detecting Atomic Scale Surface Defects in STM of TMDs with Ensemble Deep Learning
  8 Dec 2023 0 repositories listed
• How Low Can You Go? Surfacing Prototypical In-Distribution Samples for Unsupervised Anomaly Detection
  6 Dec 2023 0 repositories listed
• Developing a Resource-Constraint EdgeAI model for Surface Defect Detection
  4 Dec 2023 0 repositories listed
• Unsupervised textile defect detection using convolutional neural networks
  30 Nov 2023 0 repositories listed
• A Reusable AI-Enabled Defect Detection System for Railway Using Ensembled CNN
  24 Nov 2023 0 repositories listed
• Improved Defect Detection and Classification Method for Advanced IC Nodes by Using Slicing Aided Hyper Inference with Refinement Strategy
  19 Nov 2023 0 repositories listed
• NAS-ASDet: An Adaptive Design Method for Surface Defect Detection Network using Neural Architecture Search
  18 Nov 2023 0 repositories listed
• Segment Anything in Defect Detection
  17 Nov 2023 0 repositories listed
• DeepInspect: An AI-Powered Defect Detection for Manufacturing Industries
  7 Nov 2023 0 repositories listed
• 3-Dimensional residual neural architecture search for ultrasonic defect detection
  3 Nov 2023 0 repositories listed
• e^(RPCA): Robust Principal Component Analysis for Exponential Family Distributions
  30 Oct 2023 0 repositories listed
• Deep Learning Enables Large Depth-of-Field Images for Sub-Diffraction-Limit Scanning Superlens Microscopy
  27 Oct 2023 0 repositories listed
• Observational and Experimental Insights into Machine Learning-Based Defect Classification in Wafers
  16 Oct 2023 0 repositories listed
• Defect Analysis of 3D Printed Cylinder Object Using Transfer Learning Approaches
  12 Oct 2023 0 repositories listed
• Wafer Map Defect Patterns Semi-Supervised Classification Using Latent Vector Representation
  6 Oct 2023 0 repositories listed
• MFL Data Preprocessing and CNN-based Oil Pipeline Defects Detection
  30 Sep 2023 0 repositories listed
• Imagery Dataset for Condition Monitoring of Synthetic Fibre Ropes
  29 Sep 2023 0 repositories listed
• Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection
  28 Sep 2023 0 repositories listed
• Review of Machine Learning Methods for Additive Manufacturing of Functionally Graded Materials
  28 Sep 2023 0 repositories listed
• Application of reciprocity for facilitation of wave field visualization and defect detection
  26 Sep 2023 0 repositories listed
• CINFormer: Transformer network with multi-stage CNN feature injection for surface defect segmentation
  22 Sep 2023 0 repositories listed
• Global Context Aggregation Network for Lightweight Saliency Detection of Surface Defects
  22 Sep 2023 0 repositories listed
• Improving Deep Learning-based Defect Detection on Window Frames with Image Processing Strategies
  13 Sep 2023 0 repositories listed
• Autoencoder-Based Visual Anomaly Localization for Manufacturing Quality Control
  13 Sep 2023 0 repositories listed
• Defect Detection in Synthetic Fibre Ropes using Detectron2 Framework
  4 Sep 2023 0 repositories listed
• Gap and Overlap Detection in Automated Fiber Placement
  1 Sep 2023 0 repositories listed
• Autonomous Underwater Robotic System for Aquaculture Applications
  26 Aug 2023 0 repositories listed
• Evaluating Deep Learning Assisted Automated Aquaculture Net Pens Inspection Using ROV
  26 Aug 2023 0 repositories listed
• Multi-Scale Memory Comparison for Zero-/Few-Shot Anomaly Detection
  9 Aug 2023 0 repositories listed
• High-Performance Fine Defect Detection in Artificial Leather Using Dual Feature Pool Object Detection
  31 Jul 2023 0 repositories listed
• LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning
  30 Jul 2023 0 repositories listed
• YOLOv8 for Defect Inspection of Hexagonal Directed Self-Assembly Patterns: A Data-Centric Approach
  28 Jul 2023 0 repositories listed
• A real-time material breakage detection for offshore wind turbines based on improved neural network algorithm
  25 Jul 2023 0 repositories listed
• ForestMonkey: Toolkit for Reasoning with AI-based Defect Detection and Classification Models
  25 Jul 2023 0 repositories listed
• Morphological Image Analysis and Feature Extraction for Reasoning with AI-based Defect Detection and Classification Models
  21 Jul 2023 0 repositories listed
• Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations
  15 Jul 2023 0 repositories listed
• TFR: Texture Defect Detection with Fourier Transform using Normal Reconstructed Template of Simple Autoencoder
  10 Jul 2023 0 repositories listed
• Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review
  4 Jul 2023 0 repositories listed
• Lightweight wood panel defect detection method incorporating attention mechanism and feature fusion network
  21 Jun 2023 0 repositories listed
• Exploring the Relationship between Samples and Masks for Robust Defect Localization
  19 Jun 2023 0 repositories listed
• Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning
  6 Jun 2023 0 repositories listed
• Building Manufacturing Deep Learning Models with Minimal and Imbalanced Training Data Using Domain Adaptation and Data Augmentation
  31 May 2023 0 repositories listed
• Simulation-Aided Deep Learning for Laser Ultrasonic Visualization Testing
  30 May 2023 0 repositories listed
• A Study on Deep CNN Structures for Defect Detection From Laser Ultrasonic Visualization Testing Images
  23 May 2023 0 repositories listed
• Multimodal sensor fusion for real-time location-dependent defect detection in laser-directed energy deposition
  23 May 2023 0 repositories listed
• A Novel Strategy for Improving Robustness in Computer Vision Manufacturing Defect Detection
  16 May 2023 0 repositories listed
• A Review of Benchmarks for Visual Defect Detection in the Manufacturing Industry
  5 May 2023 0 repositories listed
• In-situ Anomaly Detection in Additive Manufacturing with Graph Neural Networks
  4 May 2023 0 repositories listed
• Human-machine knowledge hybrid augmentation method for surface defect detection based few-data learning
  27 Apr 2023 0 repositories listed
• ARMBench: An Object-centric Benchmark Dataset for Robotic Manipulation
  29 Mar 2023 0 repositories listed
• Machine-learned Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grids
  28 Mar 2023 0 repositories listed
• Defect detection using weakly supervised learning
  27 Mar 2023 0 repositories listed
• Defect Detection Approaches Based on Simulated Reference Image
  21 Mar 2023 0 repositories listed
• Photovoltaic Panel Defect Detection Based on Ghost Convolution with BottleneckCSP and Tiny Target Prediction Head Incorporating YOLOv5
  2 Mar 2023 0 repositories listed
• TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques
  26 Feb 2023 0 repositories listed
• Optimizing YOLOv7 for Semiconductor Defect Detection
  19 Feb 2023 0 repositories listed
• A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation
  15 Feb 2023 0 repositories listed
• IH-ViT: Vision Transformer-based Integrated Circuit Appear-ance Defect Detection
  9 Feb 2023 0 repositories listed
• Learning Trustworthy Model from Noisy Labels based on Rough Set for Surface Defect Detection
  25 Jan 2023 0 repositories listed
• A Lightweight Reconstruction Network for Surface Defect Inspection
  25 Dec 2022 0 repositories listed
• High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments
  20 Dec 2022 0 repositories listed
• Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques
  19 Dec 2022 0 repositories listed
• Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection
  19 Dec 2022 0 repositories listed
• Semi-Siamese Network for Robust Change Detection Across Different Domains with Applications to 3D Printing
  16 Dec 2022 0 repositories listed
• Water Bottle Defect Detection System Using Convolutional Neural Network
  8 Dec 2022 0 repositories listed
• Unsupervised Visual Defect Detection with Score-Based Generative Model
  29 Nov 2022 0 repositories listed
• Normal Reference Attention and Defective Feature Perception Network for Surface Defect Detection
  18 Nov 2022 0 repositories listed
• Deep Learning based Defect classification and detection in SEM images: A Mask R-CNN approach
  3 Nov 2022 0 repositories listed
• Poison Attack and Defense on Deep Source Code Processing Models
  31 Oct 2022 0 repositories listed
• Superpixel perception graph neural network for intelligent defect detection of aero-engine blade
  14 Oct 2022 0 repositories listed
• An Ontology for Defect Detection in Metal Additive Manufacturing
  29 Sep 2022 0 repositories listed
• Intelligent detect for substation insulator defects based on CenterMask
  31 Aug 2022 0 repositories listed
• Anomaly segmentation model for defects detection in electroluminescence images of heterojunction solar cells
  11 Aug 2022 0 repositories listed
• Quantum artificial vision for defect detection in manufacturing
  9 Aug 2022 0 repositories listed
• Clear Memory-Augmented Auto-Encoder for Surface Defect Detection
  8 Aug 2022 0 repositories listed
• Efficient Neural Net Approaches in Metal Casting Defect Detection
  8 Aug 2022 0 repositories listed
• Convolutional Ensembling based Few-Shot Defect Detection Technique
  5 Aug 2022 0 repositories listed
• Taguchi based Design of Sequential Convolution Neural Network for Classification of Defective Fasteners
  22 Jul 2022 0 repositories listed
• Adaptive Learning for the Resource-Constrained Classification Problem
  19 Jul 2022 0 repositories listed
• Defect Transformer: An Efficient Hybrid Transformer Architecture for Surface Defect Detection
  17 Jul 2022 0 repositories listed
• Few-shot incremental learning in the context of solar cell quality inspection
  1 Jul 2022 0 repositories listed
• Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection
  19 Jun 2022 0 repositories listed
• A Survey of Detection Methods for Die Attachment and Wire Bonding Defects in Integrated Circuit Manufacturing
  2 Jun 2022 0 repositories listed