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awesome-anomaly-detection

A curated list of awesome anomaly detection resources
https://github.com/hoya012/awesome-anomaly-detection

Last synced: 4 days ago
JSON representation

Survey Paper
- arXiv' 20
- arXiv' 21
- arXiv' 19
- arXiv' 20
- arXiv' 20
- arXiv' 19
- arXiv' 20
- arXiv' 20
Time-series anomaly detection **(need to survey more..)**
- Thesis' 10
- ESANN' 15
- arXiv' 16
- arXiv' 17
- ICMLA' 17
- ACM CCS '18
- IEEE Access' 18
- KDD' 19
- KDD' 19
- IJCAI 19
- AAAI' 20
- arXiv' 16
- KDD' 19
- `[code
- KDD' 19
- Thesis' 10
Video-level anomaly detection
- ISNN' 17
- arXiv' 18 - world-anomaly-detection-in-surveillance-videos/)
- CVPR Workshop' 18
- CVPR Workshop' 18
- ACMMM' 18
- BMVC' 19
- CVPRW' 19
- CVPR' 19
- CVPR'19
- CVPR' 20
- CVPR' 20
- CVPR' 20
- ECCV' 20
- ECCV' 20
- ACM MM' 20
- IEEE SPL' 20
- Arxiv' 20
- ICCV' 21
- ISNN' 17
- ACMMM' 18
Image-level anomaly detection
- One Class (Anomaly) Classification target
  - **OC-SVM**
  - AICS' 09
  - MLSDA Workshop' 14
  - Signal Processing' 14
  - SNU DMC Tech' 15
  - Pattern Recognition' 16
  - ICML' 16
  - SDM' 17
  - CVPR' 17
  - **ALOCC** - CVPR2018)
  - arXiv' 18
  - arXiv' 18
  - CVPR' 18
  - ICML' 18
  - OAGM Workshop' 18
  - arXiv' 18
  - ACCV' 18
  - NIPS' 18
  - NIPS' 18
  - NIPS' 18
  - NIPS' 18
  - NIPS' 18
  - IEEE ICDM' 18
  - ICML' 19
  - ICMLW' 19
  - CVPR' 19
  - CVPR' 19
  - arXiv' 19
  - NeurIPS' 19 - ood)
  - NeurIPS' 19
  - ICLR' 20
  - ICLR' 20
  - ICLR' 20
  - ICLR' 20
  - ICLR' 20
  - ICLR' 20
  - ICLR' 20
  - CVPR' 20
  - IEEE TNNLS' 20
  - ECCV' 20
  - arXiv' 20
  - AAAI' 21
  - IEEE Transactions on Multimedia 21
  - ICPR' 20 - ad-mvtec)
  - ICPR' 20
  - arXiv' 21
  - CVPR' 21 - lab/Knowledge_Distillation_AD)
  - BMVC' 21
- Unsupervised Anomaly Segmentation target
  - TPAMI' 14
  - IEEE Symposium on IES' 14
  - IJCNN' 15
  - CVPR Workshop' 15
  - BMVC' 15
  - IEEE ICIP' 16
  - **AnoGAN**
  - Journal of Computer Vision and Image Understanding' 17
  - BMVC' 17
  - Sensors' 17
  - IEEE Trans. on Industrial Informatics' 17
  - ICIP' 17
  - arXiv' 18
  - arXiv' 18
  - IS&T EI' 18
  - arXiv' 18
  - arXiv' 18
  - CVPR' 19
  - IEEE TMI' 19
  - CVPR' 20
  - ECCV' 20
  - arXiv' 20 - pytorch)
  - arXiv' 20 - Detection-PatchSVDD-PyTorch)
  - Neurocomputing' 20
  - ICPR IML Workshop' 20 - Anomaly-Detection-Localization-master)
  - ICLR' 21
  - arXiv' 21
  - MICCAI' 21
  - CVPR' 21
  - arXiv' 21
- Out-of-Distribution(OOD) Detection target
  - ICLR' 17
  - **ODIN**
  - ICLR' 18
  - arXiv' 18
  - NIPS' 18
  - NIPS' 18
  - BMVC' 18
  - ICLR' 19
  - CVPR' 19
  - arXiv' 19 - detection-using-OECC)
  - NeurIPS' 19
  - SJS' 19
  - ICLR' 20
  - ICML Workshop' 20
  - CVPR' 20
  - ECCV' 20
  - NeurIPS' 20
  - NeurIPS' 20
  - NeurIPS' 20
  - NeurIPS' 20
  - NeurIPS' 20
  - NeurIPS' 20
  - ICLR' 21 - group/SSD)
  - NeurIPS' 20
Contact & Feedback
- Unsupervised Anomaly Segmentation target
  - blog

Programming Languages

Categories

Image-level anomaly detection 102 Video-level anomaly detection 20 Time-series anomaly detection **(need to survey more..)** 16 Survey Paper 8 Contact & Feedback 1

Sub Categories

One Class (Anomaly) Classification target 48 Unsupervised Anomaly Segmentation target 31 Out-of-Distribution(OOD) Detection target 24

Keywords

timeseries 1 time-series 1 tensorflow 1 pytorch 1 deep-learning 1 anomaly-detection 1