Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020
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Nov 25, 2022 - Python
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one-class-classification
Here are 26 public repositories matching this topic...
a time series anomaly detection method based on the calibrated one-class classifier
time-series outlier-detection anomaly-detection self-supervised-learning one-class-classification uncertainty-modeling
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Feb 5, 2024 - Python
Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]
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Jun 14, 2023 - Python
Semi-supervised anomaly detection method
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Feb 4, 2025 - Python
Repository for the paper "Rethinking Assumptions in Anomaly Detection"
python machine-learning deep-learning python3 pytorch anomaly-detection one-class-learning one-class-classification deep-anomaly-detection
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Oct 3, 2023 - Python
A scikit-learn compatible library for anomaly detection
data-science machine-learning data-mining statistics scikit-learn outlier-detection anomaly-detection novelty-detection one-class-classification
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Oct 7, 2018 - Python
Fast Incremental Support Vector Data Description implemented in Python
iot paper svm outlier-detection svm-learning aaai online-learning online-algorithms anomaly-detection gaussian-kernel online-learning-algorithms one-class-svm svdd one-class-classification outlier-detection-algorithm aaai2019 aaai19 aaai-19 support-vectors
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Sep 15, 2020 - Python
Codebase for the ICKG 2023 paper: "GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection".
transformers information-extraction anomaly-detection few-shot-learning graph-neural-networks one-class-classification
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Feb 16, 2024 - Python
Code for paper 'Avoid touching your face: A hand-to-face 3d motion dataset (covid-away) and trained models for smartwatches'
visualization optimization gyroscope accelerometer dataset-creation pickle sensor-fusion smartwatch cnn-model barometric-pressure local-outlier-factor one-class-svm iforest features-extraction tflite one-class-classification rotation-vectors covid-19 3d-motion
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Jul 23, 2022 - Python
unsupervised concept drift detection with one-class classifiers
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Mar 10, 2020 - Python
Deep One-Class Classification using Intra-Class Splitting
python deep-learning keras anomaly-detection one-class-learning one-class one-class-classification intra-class-splitting
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Jun 25, 2019 - Python
Prior Generating Networks for Anomaly Detection
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Nov 6, 2020 - Python
Legacy repo for the Artificial Intelligence capable of patacón recognition (Now on HuggingFace)
machine-learning ai deep-learning ml transformers cnn artificial-intelligence one-class-classification custom-cnn patacon
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Dec 19, 2023 - Python
Custom DeepSVDD for One-Class Classification(OCC) in Machine Learning (Ref. Deep OCC ICML 2018 paper)
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Jan 24, 2021 - Python
Code for "Multi-Scale One-Class Recurrent Neural Networks for Discrete Event Sequence Anomaly Detection" @ SIGKDD2021
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Jun 8, 2024 - Python
Distinguish between real and AI-generated images.
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May 5, 2025 - Python
Framework for the AE reconstruction and feature based AD
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May 30, 2025 - Python
[CVPRW'25] Official Code For "SK-RD4AD: Skip-Connected Reverse Distillation for One-Class Anomaly Detection"
computer-vision anomaly-detection industrial-ai one-class-classification vision-ai skip-connection cvpr-workshop-2025
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Apr 9, 2025 - Python
Dissimilarity-Based One-Class Time Series Classification
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Nov 12, 2020 - Python
Feature Extraction by Grammatical Evolution for One-Class Time Series Classification
timeseries genetic-programming evolutionary-computation automl grammatical-evolution one-class-classification timeseriesclass
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Dec 6, 2023 - Python
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