| SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect Detection | Aug 6, 2024 | Anomaly DetectionDefect Detection | CodeCode Available | 9 | 5 |
| A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization | Jul 12, 2024 | Anomaly DetectionDefect Detection | CodeCode Available | 3 | 5 |
| Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect Detection | Jan 1, 2025 | Defect Detection | CodeCode Available | 2 | 5 |
| MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities | May 2, 2022 | Anomaly DetectionDefect Detection | CodeCode Available | 2 | 5 |
| Incomplete Multimodal Industrial Anomaly Detection via Cross-Modal Distillation | May 22, 2024 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection | Jan 1, 2021 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| DSR -- A dual subspace re-projection network for surface anomaly detection | Aug 2, 2022 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| DefFiller: Mask-Conditioned Diffusion for Salient Steel Surface Defect Generation | Dec 20, 2024 | Data AugmentationDefect Detection | CodeCode Available | 1 | 5 |
| Diversity-Measurable Anomaly Detection | Mar 9, 2023 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection | Jun 1, 2024 | Data AugmentationDefect Detection | CodeCode Available | 1 | 5 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 | 5 |
| CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation | Sep 2, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 | 5 |
| Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections | Apr 15, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 | 5 |
| A Discrepancy Aware Framework for Robust Anomaly Detection | Oct 11, 2023 | Anomaly DetectionDecoder | CodeCode Available | 1 | 5 |
| CutPaste: Self-Supervised Learning for Anomaly Detection and Localization | Apr 8, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 | 5 |
| A Lightweight Insulator Defect Detection Model Based on Drone Images | Aug 26, 2024 | Defect DetectionInsulator Defect Detection | CodeCode Available | 1 | 5 |
| A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect Detection | Sep 1, 2022 | Defect DetectionKnowledge Distillation | CodeCode Available | 1 | 5 |
| Asymmetric Student-Teacher Networks for Industrial Anomaly Detection | Oct 14, 2022 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 | 5 |
| Deep Learning Based Steel Pipe Weld Defect Detection | Apr 30, 2021 | Deep LearningDefect Detection | CodeCode Available | 1 | 5 |
| Anomaly Detection of Defect using Energy of Point Pattern Features within Random Finite Set Framework | Aug 27, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection | Apr 29, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| ChangeChip: A Reference-Based Unsupervised Change Detection for PCB Defect Detection | Sep 13, 2021 | Change DetectionDefect Detection | CodeCode Available | 1 | 5 |
| Change-Aware Siamese Network for Surface Defects Segmentation under Complex Background | Sep 1, 2024 | Change DetectionDecoder | CodeCode Available | 1 | 5 |
| Deep Gradient Learning for Efficient Camouflaged Object Detection | May 25, 2022 | Defect DetectionObject | CodeCode Available | 1 | 5 |
