| Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation | May 14, 2025 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 | 5 |
| Consistency-based Self-supervised Learning for Temporal Anomaly Localization | Aug 10, 2022 | Anomaly Detection In Surveillance VideosAnomaly Localization | CodeCode Available | 1 | 5 |
| Explainable Deep Few-shot Anomaly Detection with Deviation Networks | Aug 1, 2021 | Anomaly DetectionMultiple Instance 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 |
| Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection | Jun 26, 2023 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| Weakly Supervised Anomaly Detection: A Survey | Feb 9, 2023 | Anomaly DetectionSupervised Anomaly Detection | 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 |
| Diffusion Models for Medical Anomaly Detection | Mar 8, 2022 | Anomaly DetectionDenoising | CodeCode Available | 1 | 5 |
| Feature Encoding with AutoEncoders for Weakly-supervised Anomaly Detection | May 22, 2021 | Anomaly DetectionSupervised Anomaly Detection | CodeCode Available | 1 | 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 |
| Learning to Adapt to Unseen Abnormal Activities under Weak Supervision | Mar 25, 2022 | Anomaly DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance Videos | Oct 8, 2024 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 0 | 5 |
| Multi-Normal Prototypes Learning for Weakly Supervised Anomaly Detection | Aug 23, 2024 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 | 5 |
| Take Package as Language: Anomaly Detection Using Transformer | Nov 15, 2024 | Anomaly DetectionIntrusion Detection | CodeCode Available | 0 | 5 |
| Weakly Supervised Anomaly Detection for Chest X-Ray Image | Nov 16, 2023 | Anomaly DetectionSupervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Weakly-Supervised Anomaly Detection in the Milky Way | May 5, 2023 | Anomaly DetectionSupervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Deep Weakly-supervised Anomaly Detection | Oct 30, 2019 | Anomaly DetectionRelation | CodeCode Available | 0 | 5 |
| Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection | Mar 18, 2019 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 0 | 5 |
| IgCONDA-PET: Weakly-Supervised PET Anomaly Detection using Implicitly-Guided Attention-Conditional Counterfactual Diffusion Modeling -- a Multi-Center, Multi-Cancer, and Multi-Tracer Study | Apr 30, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 0 | 5 |
| Weakly Supervised Detection of Baby Cry | Apr 19, 2023 | Anomaly DetectionSupervised Anomaly Detection | —Unverified | 0 | 0 |
| AnoNet: Weakly Supervised Anomaly Detection in Textured Surfaces | Nov 24, 2019 | Anomaly DetectionSupervised Anomaly Detection | —Unverified | 0 | 0 |
| A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels | Aug 27, 2020 | Anomaly DetectionClustering | —Unverified | 0 | 0 |
| CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection | Nov 24, 2020 | Anomaly DetectionClustering | —Unverified | 0 | 0 |
| Cleaning Label Noise with Clusters for Minimally Supervised Anomaly Detection | Apr 30, 2021 | Anomaly DetectionClustering | —Unverified | 0 | 0 |
| Clustering Aided Weakly Supervised Training to Detect Anomalous Events in Surveillance Videos | Mar 25, 2022 | Anomaly DetectionClustering | —Unverified | 0 | 0 |
| Few-shot Weakly-supervised Cybersecurity Anomaly Detection | Apr 15, 2023 | Anomaly DetectionData Augmentation | —Unverified | 0 | 0 |
| Locality-aware Attention Network with Discriminative Dynamics Learning for Weakly Supervised Anomaly Detection | Aug 11, 2022 | Anomaly DetectionMultiple Instance Learning | —Unverified | 0 | 0 |
| Pancreatic Tumor Segmentation as Anomaly Detection in CT Images Using Denoising Diffusion Models | Jun 4, 2024 | Anomaly DetectionDenoising | —Unverified | 0 | 0 |
| Weakly-supervised anomaly detection for multimodal data distributions | Jun 13, 2024 | Anomaly DetectionSupervised Anomaly Detection | —Unverified | 0 | 0 |
| Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network | Nov 13, 2024 | Anomaly DetectionAnomaly Detection In Surveillance Videos | —Unverified | 0 | 0 |
| Weakly Supervised Anomaly Detection via Knowledge-Data Alignment | Feb 6, 2024 | Anomaly DetectionMalware Detection | —Unverified | 0 | 0 |
| Adaptive Graph Convolutional Networks for Weakly Supervised Anomaly Detection in Videos | Feb 14, 2022 | Anomaly DetectionGraph Learning | —Unverified | 0 | 0 |
