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A curated list of state-of-the-art papers on deep learning for universal representations of time series.
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RECURVE Public
Forked from kaist-dmlab/RECURVERepository for the paper, "Exploiting Representation Curvature for Boundary Detection in Time Series" accepted at NeurIPS 2024
Python UpdatedOct 22, 2024 -
Conversational-AutoML Public
A Framework for Generating an Efficient Machine Learning Model with a Few Sentences
Jupyter Notebook MIT License UpdatedFeb 18, 2024 -
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openjournals-draft-action Public
Forked from openjournals/openjournals-draft-actionExperimental GitHub Action
MIT License UpdatedJun 10, 2023 -
CrossMatch Public
Forked from kaist-dmlab/CrossMatchImplementation of the paper "Context Consistency Regularization for Label Sparsity in Time Series" (ICML'23)
Python UpdatedApr 28, 2023 -
jet-presentation Public
A Presentation Rehearsal Partner for Everyone built with Jetson Nano (KAIST, KSE624 Spring, 2020 -- Final Project)
Jupyter Notebook MIT License UpdatedJan 9, 2023 -
IntelliMOOC Public
[EDM-20] IntelliMOOC: Intelligent Online Learning Framework for MOOC Platforms
JavaScript MIT License UpdatedJan 4, 2023 -
TCLP Public
Forked from kaist-dmlab/TCLPImplementation of ICLR'22 Coherence-based Label Propagation over Time Series for Accelerated Active Learning
Python UpdatedNov 30, 2022 -
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GRoGL Public
KAIST CS564 (Fall, 2021) Course Project
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DF-TAR Public
Forked from kaist-dmlab/DF-TARDF-TAR: A Deep Fusion Network for Citywide Traffic Accident Risk Prediction with Dangerous Driving Behavior
Python MIT License UpdatedSep 9, 2021 -
TensorSparkML Public
Forked from kaist-dmlab/TensorSparkMLTensorSparkML brings scalable in-memory machine learning to TensorFlow on Apache Spark clusters.
Python Apache License 2.0 UpdatedSep 7, 2021 -
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Economic-Epidemiological Public
Forked from kaist-dmlab/COVID-EENetPython Apache License 2.0 UpdatedAug 23, 2021 -
Mr.TAD Public
Time Series Anomaly Detection with Multi-resolution Ensemble Learning
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Neural-Predictor-Tensorflow Public
Replication of Neural Predictor for Neural Architecture Search with Tensorflow
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TRAP Public
Forked from kaist-dmlab/TRAPTRAP: Two-level Regularized Autoencoder-based Embedding for Power-law Distributed Data
Jupyter Notebook UpdatedJun 16, 2021 -
TRepNet Public
TRepNet: Ensemble Denoising Autoencoder for Time Series Representation Learning
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HandyBoard Public
HandyBoard: An Adjustable Split of Soft Keyboard in Landscape Mode Touch Screens
JavaScript UpdatedJan 1, 2021 -
STARE Public
Forked from kaist-dmlab/STAREUltrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping
Java UpdatedAug 21, 2020 -
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Hi-COVIDNet Public
Forked from kaist-dmlab/Hi-COVIDNetCodes 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 UpdatedJul 26, 2020 -
dataset-sts Public
Forked from brmson/dataset-stsSemantic Text Similarity Dataset Hub
Python UpdatedMay 19, 2018
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