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Defect Detection

Papers

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Showing 1–50 of 394 papers

TitleStatusHype
SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect DetectionCode9
A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and LocalizationCode3
MemSeg: A semi-supervised method for image surface defect detection using differences and commonalitiesCode2
Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect DetectionCode2
UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly DetectionCode1
One-Class Model for Fabric Defect DetectionCode1
MINet: Multi-scale Interactive Network for Real-time Salient Object Detection of Strip Steel Surface DefectsCode1
DSR -- A dual subspace re-projection network for surface anomaly detectionCode1
LF-YOLO: A Lighter and Faster YOLO for Weld Defect Detection of X-ray ImageCode1
Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface Defect DetectionCode1
REB: Reducing Biases in Representation for Industrial Anomaly DetectionCode1
Segmentation-Based Deep-Learning Approach for Surface-Defect DetectionCode1
Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency TransformCode1
A Lightweight Insulator Defect Detection Model Based on Drone ImagesCode1
Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly DetectionsCode1
Deep Gradient Learning for Efficient Camouflaged Object DetectionCode1
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and GenerationCode1
CutPaste: Self-Supervised Learning for Anomaly Detection and LocalizationCode1
Diversity-Measurable Anomaly DetectionCode1
DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly DetectionCode1
Few-shot Defect Image Generation based on Consistency ModelingCode1
Graph Convolutions Enrich the Self-Attention in Transformers!Code1
Mixed supervision for surface-defect detection: from weakly to fully supervised learningCode1
Online PCB Defect Detector On A New PCB Defect DatasetCode1
ReContrast: Domain-Specific Anomaly Detection via Contrastive ReconstructionCode1
Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing FlowsCode1
Semi-supervised Anomaly Detection using AutoEncodersCode1
SSGD: A smartphone screen glass dataset for defect detectionCode1
Asymmetric Student-Teacher Networks for Industrial Anomaly DetectionCode1
VISION Datasets: A Benchmark for Vision-based InduStrial InspectiONCode1
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and GenerationCode1
Deep Learning Based Steel Pipe Weld Defect DetectionCode1
Change-Aware Siamese Network for Surface Defects Segmentation under Complex BackgroundCode1
ChangeChip: A Reference-Based Unsupervised Change Detection for PCB Defect DetectionCode1
A Discrepancy Aware Framework for Robust Anomaly DetectionCode1
CoTexT: Multi-task Learning with Code-Text TransformerCode1
A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect DetectionCode1
Incomplete Multimodal Industrial Anomaly Detection via Cross-Modal DistillationCode1
DefFiller: Mask-Conditioned Diffusion for Salient Steel Surface Defect GenerationCode1
Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect DetectionCode1
Anomaly Detection of Defect using Energy of Point Pattern Features within Random Finite Set FrameworkCode1
DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detectionCode1
End-to-end training of a two-stage neural network for defect detectionCode1
FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly DetectionCode1
A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly DetectionCode1
Fully Convolutional Cross-Scale-Flows for Image-based Defect DetectionCode1
LiteYOLO-ID: A Lightweight Object Detection Network for Insulator Defect DetectionCode1
A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation—0
A Deep Learning-Augmented Stand-off Radar Scheme for Rapidly Detecting Tree Defects—0
A Large-scale Evaluation of Pretraining Paradigms for the Detection of Defects in Electroluminescence Solar Cell Images—0
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