| DSR -- A dual subspace re-projection network for surface anomaly detection | Aug 2, 2022 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Deep Gradient Learning for Efficient Camouflaged Object Detection | May 25, 2022 | Defect DetectionObject | CodeCode Available | 1 |
| One-Class Model for Fabric Defect Detection | Apr 20, 2022 | Defect Detectionmodel | CodeCode Available | 1 |
| LF-YOLO: A Lighter and Faster YOLO for Weld Defect Detection of X-ray Image | Oct 28, 2021 | Defect Detection | CodeCode Available | 1 |
| Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection | Oct 6, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| ChangeChip: A Reference-Based Unsupervised Change Detection for PCB Defect Detection | Sep 13, 2021 | Change DetectionDefect Detection | CodeCode Available | 1 |
| CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation | Sep 2, 2021 | Clone DetectionCode Generation | 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 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 |
| Deep Learning Based Steel Pipe Weld Defect Detection | Apr 30, 2021 | Deep LearningDefect Detection | CodeCode Available | 1 |
| A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection | Apr 29, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| Mixed supervision for surface-defect detection: from weakly to fully supervised learning | Apr 13, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| CutPaste: Self-Supervised Learning for Anomaly Detection and Localization | Apr 8, 2021 | Anomaly ClassificationAnomaly Detection | 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 |
| DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection | Jan 1, 2021 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows | Aug 28, 2020 | Anomaly DetectionDefect 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 |
| Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform | Jan 30, 2020 | Defect Detection | CodeCode Available | 1 |
| Semi-supervised Anomaly Detection using AutoEncoders | Jan 6, 2020 | Anomaly DetectionAsset Management | CodeCode Available | 1 |
| Segmentation-Based Deep-Learning Approach for Surface-Defect Detection | Mar 20, 2019 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Online PCB Defect Detector On A New PCB Defect Dataset | Feb 17, 2019 | Defect Detection | CodeCode Available | 1 |
| Semi-Supervised Defect Detection via Conditional Diffusion and CLIP-Guided Noise Filtering | Jul 8, 2025 | Defect DetectionSupervised Defect Detection | CodeCode Available | 0 |
| How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RE | Jun 26, 2025 | Defect DetectionDiversity | CodeCode Available | 0 |
| YOLO-FDA: Integrating Hierarchical Attention and Detail Enhancement for Surface Defect Detection | Jun 26, 2025 | Defect Detection | —Unverified | 0 |
