Pinned Repositories
Ada-Boundary
awesome-deep-time-series-representations
A curated list of state-of-the-art papers on deep learning for universal representations of time series.
Mr.TAD
Time Series Anomaly Detection with Multi-resolution Ensemble Learning
Neural-Predictor-Tensorflow
Replication of Neural Predictor for Neural Architecture Search with Tensorflow
TRepNet
TRepNet: Ensemble Denoising Autoencoder for Time Series Representation Learning
AnoViz
[AAAI-23] AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series
DF-TAR
[WWW-21] DF-TAR: A Deep Fusion Network for Citywide Traffic Accident Risk Prediction with Dangerous Driving Behavior
MG-TAR
[IEEE T-ITS] MG-TAR: Multi-view Graph Convolutional Networks for Traffic Accident Risk Prediction
PASTA
[IEEE TETCI] PASTA: Neural Architecture Search for Anomaly Detection in Multivariate Time Series
Time-CAD
[ECML PKDD 2023] Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses
itouchz's Repositories
itouchz/awesome-deep-time-series-representations
A curated list of state-of-the-art papers on deep learning for universal representations of time series.
itouchz/Neural-Predictor-Tensorflow
Replication of Neural Predictor for Neural Architecture Search with Tensorflow
itouchz/Mr.TAD
Time Series Anomaly Detection with Multi-resolution Ensemble Learning
itouchz/TRepNet
TRepNet: Ensemble Denoising Autoencoder for Time Series Representation Learning
itouchz/Ada-Boundary
itouchz/Conversational-AutoML
A Framework for Generating an Efficient Machine Learning Model with a Few Sentences
itouchz/CrossMatch
Implementation of the paper "Context Consistency Regularization for Label Sparsity in Time Series" (ICML'23)
itouchz/dataset-sts
Semantic Text Similarity Dataset Hub
itouchz/IntelliMOOC
[EDM-20] IntelliMOOC: Intelligent Online Learning Framework for MOOC Platforms
itouchz/jet-presentation
A Presentation Rehearsal Partner for Everyone built with Jetson Nano (KAIST, KSE624 Spring, 2020 -- Final Project)
itouchz/DF-TAR
DF-TAR: A Deep Fusion Network for Citywide Traffic Accident Risk Prediction with Dangerous Driving Behavior
itouchz/Economic-Epidemiological
itouchz/GRoGL
KAIST CS564 (Fall, 2021) Course Project
itouchz/HandyBoard
HandyBoard: An Adjustable Split of Soft Keyboard in Landscape Mode Touch Screens
itouchz/Hi-COVIDNet
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
itouchz/itouchz.github.io
https://itouchz.github.io
itouchz/MORPH
itouchz/MQNet
itouchz/openjournals-draft-action
Experimental GitHub Action
itouchz/Prune4Rel
itouchz/RecencyBias
itouchz/RECURVE
Repository for the paper, "Exploiting Representation Curvature for Boundary Detection in Time Series" accepted at NeurIPS 2024
itouchz/STARE
Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping
itouchz/TCLP
Implementation of ICLR'22 Coherence-based Label Propagation over Time Series for Accelerated Active Learning
itouchz/TensorSparkML
TensorSparkML brings scalable in-memory machine learning to TensorFlow on Apache Spark clusters.
itouchz/TRAP
TRAP: Two-level Regularized Autoencoder-based Embedding for Power-law Distributed Data