| Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation | May 14, 2025 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 | 5 |
| ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance Applications | May 4, 2025 | Anomaly Detection In Surveillance VideosContrastive Learning | CodeCode Available | 1 | 5 |
| Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection | Mar 23, 2022 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 1 | 5 |
| Explainable Deep Few-shot Anomaly Detection with Deviation Networks | Aug 1, 2021 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 1 | 5 |
| Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection | Jun 26, 2023 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| Consistency-based Self-supervised Learning for Temporal Anomaly Localization | Aug 10, 2022 | Anomaly Detection In Surveillance VideosAnomaly Localization | CodeCode Available | 1 | 5 |
| Feature Encoding with AutoEncoders for Weakly-supervised Anomaly Detection | May 22, 2021 | Anomaly DetectionSupervised Anomaly Detection | CodeCode Available | 1 | 5 |
| Diffusion Models for Medical Anomaly Detection | Mar 8, 2022 | Anomaly DetectionDenoising | CodeCode Available | 1 | 5 |
| Learning to Adapt to Unseen Abnormal Activities under Weak Supervision | Mar 25, 2022 | Anomaly DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| RoSAS: Deep Semi-Supervised Anomaly Detection with Contamination-Resilient Continuous Supervision | Jul 25, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 1 | 5 |
