Skip to content

@kaist-dmlab KAIST Data Mining Lab

Change the repository type filter

All

    Repositories list

    43 repositories

    • RA-TTA

      Public
      0•1•0•0•Updated Feb 26, 2025Feb 26, 2025

    • AnoViz

      Public
      [AAAI-23] AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series
      visualizationtime-seriesdata-visualizationvisual-analysisanomaly-detectionmultivariate-time-series
      Python
      •
      MIT License
      •1•5•0•0•Updated Feb 21, 2025Feb 21, 2025

    • VarDrop

      Public
      Official Implementation of VarDrop(AAAI25)
      Python
      •
      MIT License
      •0•3•0•0•Updated Feb 19, 2025Feb 19, 2025

    • AccuACL

      Public
      Active Learning for Continual Learning: Keeping the Past Alive in the Present
      0•2•0•0•Updated Jan 23, 2025Jan 23, 2025

    • Prune4Rel

      Public
      Python
      •
      MIT License
      •17•26•0•0•Updated Dec 15, 2024Dec 15, 2024

    • TFAS

      Public
      Zero-Shot NAS for General Time-Series Analysis with Time-Frequency Aware Scoring
      Python
      •
      Apache License 2.0
      •3•3•0•0•Updated Dec 14, 2024Dec 14, 2024

    • RECURVE

      Public
      Repository for the paper, "Exploiting Representation Curvature for Boundary Detection in Time Series" accepted at NeurIPS 2024
      Python
      •
      MIT License
      •15•19•0•0•Updated Dec 13, 2024Dec 13, 2024

    • PASTA

      Public
      [IEEE TETCI] PASTA: Neural Architecture Search for Anomaly Detection in Multivariate Time Series
      PureBasic
      •
      MIT License
      •2•5•1•0•Updated Dec 10, 2024Dec 10, 2024

    • AdaPromptCL

      Public
      Python
      •
      Apache License 2.0
      •1•4•0•0•Updated Oct 22, 2024Oct 22, 2024

    • DualTF

      Public
      Python
      •2•16•0•0•Updated Sep 5, 2024Sep 5, 2024

    • ARCUS

      Public
      Python
      •7•25•0•0•Updated Jun 19, 2024Jun 19, 2024

    • pcb

      Public
      Official PyTorch Implementation for Active Prompt Learning in Vision Language Models
      image-classificationclipactive-learningvision-and-language
      Python
      •
      MIT License
      •2•26•2•0•Updated Jun 17, 2024Jun 17, 2024

    • SemiTSR

      Public
      [KDD'24] Semi-Supervised Learning for Time Series Collected at a Low Sampling Rate
      2•2•1•0•Updated Jun 14, 2024Jun 14, 2024

    • DropTop

      Public
      MIT License
      •1•1•0•0•Updated Dec 11, 2023Dec 11, 2023

    • MG-TAR

      Public
      [IEEE T-ITS] MG-TAR: Multi-view Graph Convolutional Networks for Traffic Accident Risk Prediction
      data-miningtraffic-accident-predictiondangerous-driving-offencesdeep-learninggraph-neural-networks
      Python
      •
      MIT License
      •22•56•0•0•Updated Nov 10, 2023Nov 10, 2023

    • CrossMatch

      Public
      Implementation of the paper "Context Consistency Regularization for Label Sparsity in Time Series" (ICML'23)
      Python
      •
      MIT License
      •17•22•0•0•Updated Nov 10, 2023Nov 10, 2023

    • TensorSparkML

      Public
      TensorSparkML brings scalable in-memory machine learning to TensorFlow on Apache Spark clusters.
      Python
      •
      Apache License 2.0
      •943•18•0•0•Updated Oct 25, 2023Oct 25, 2023

    • Time-CAD

      Public
      [ECML PKDD 2023] Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses
      Jupyter Notebook
      •
      Apache License 2.0
      •2•5•0•0•Updated Sep 22, 2023Sep 22, 2023

    • MDUAL

      Public
      Java
      •
      Apache License 2.0
      •8•13•2•0•Updated Dec 26, 2022Dec 26, 2022

    • MORPH

      Public
      MIT License
      •11•12•7•0•Updated Dec 26, 2022Dec 26, 2022

    • STARE

      Public
      Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping
      streamoutlier-detectionkddanomalyanomaly-detectionoutlier
      Java
      •
      Apache License 2.0
      •23•34•7•0•Updated Dec 26, 2022Dec 26, 2022

    • RecencyBias

      Public
      Python
      •
      Apache License 2.0
      •21•27•16•0•Updated Dec 26, 2022Dec 26, 2022

    • Hi-COVIDNet

      Public
      Codes and data for the paper "Hi-COVIDNet: Deep Learning Approach to Predict Inbound COVID-19 Patients and Case Study in South Korea", KDD 2020
      Jupyter Notebook
      •
      MIT License
      •19•34•9•0•Updated Dec 26, 2022Dec 26, 2022

    • Ada-Boundary

      Public
      Python
      •
      MIT License
      •18•24•14•0•Updated Dec 26, 2022Dec 26, 2022

    • MQNet

      Public
      Python
      •
      Apache License 2.0
      •15•32•1•0•Updated Dec 22, 2022Dec 22, 2022

    • TCLP

      Public
      Implementation of ICLR'22 Coherence-based Label Propagation over Time Series for Accelerated Active Learning
      Python
      •
      Apache License 2.0
      •16•20•1•0•Updated Dec 19, 2022Dec 19, 2022

    • MeLON

      Public
      Implementation of AAAI 2022 paper "Meta-Learning for Online Update of Recommender Systems"
      Python
      •0•5•0•0•Updated Mar 22, 2022Mar 22, 2022

    • COVID-EENet

      Public
      Python
      •
      Apache License 2.0
      •2•7•2•0•Updated Dec 8, 2021Dec 8, 2021

    • TAUFE

      Public
      Python
      •2•8•0•0•Updated Dec 2, 2021Dec 2, 2021

    • DF-TAR

      Public
      [WWW-21] DF-TAR: A Deep Fusion Network for Citywide Traffic Accident Risk Prediction with Dangerous Driving Behavior
      data-miningtraffic-accident-predictiondangerous-driving-offencesdeep-learning
      Python
      •
      MIT License
      •12•28•2•0•Updated Oct 12, 2021Oct 12, 2021