| Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows | Aug 28, 2020 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| Semi-supervised Anomaly Detection using AutoEncoders | Jan 6, 2020 | Anomaly DetectionAsset Management | CodeCode Available | 1 |
| SSGD: A smartphone screen glass dataset for defect detection | Mar 12, 2023 | Defect Detectionobject-detection | CodeCode Available | 1 |
| Asymmetric Student-Teacher Networks for Industrial Anomaly Detection | Oct 14, 2022 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 |
| VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON | Jun 13, 2023 | Defect DetectionInstance Segmentation | CodeCode Available | 1 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 |
| Deep Learning Based Steel Pipe Weld Defect Detection | Apr 30, 2021 | Deep LearningDefect Detection | CodeCode Available | 1 |
| Change-Aware Siamese Network for Surface Defects Segmentation under Complex Background | Sep 1, 2024 | Change DetectionDecoder | CodeCode Available | 1 |
| ChangeChip: A Reference-Based Unsupervised Change Detection for PCB Defect Detection | Sep 13, 2021 | Change DetectionDefect Detection | CodeCode Available | 1 |
| A Discrepancy Aware Framework for Robust Anomaly Detection | Oct 11, 2023 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 |
| A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect Detection | Sep 1, 2022 | Defect DetectionKnowledge Distillation | CodeCode Available | 1 |
| Incomplete Multimodal Industrial Anomaly Detection via Cross-Modal Distillation | May 22, 2024 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| DefFiller: Mask-Conditioned Diffusion for Salient Steel Surface Defect Generation | Dec 20, 2024 | Data AugmentationDefect Detection | CodeCode Available | 1 |
| Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection | Jun 1, 2024 | Data AugmentationDefect Detection | CodeCode Available | 1 |
| Anomaly Detection of Defect using Energy of Point Pattern Features within Random Finite Set Framework | Aug 27, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection | Aug 17, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| End-to-end training of a two-stage neural network for defect detection | Jul 15, 2020 | Defect DetectionSegmentation | CodeCode Available | 1 |
| FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly Detection | Sep 13, 2023 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection | Apr 29, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection | Oct 6, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| LiteYOLO-ID: A Lightweight Object Detection Network for Insulator Defect Detection | Jun 24, 2024 | Defect DetectionInsulator Defect Detection | CodeCode Available | 1 |
| 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 |
| A Deep Learning-Augmented Stand-off Radar Scheme for Rapidly Detecting Tree Defects | Jun 8, 2024 | Defect Detection | —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 |
