conftrace_

time series classification

97 papers

Explore in graph

Also known as

TSC

Co-occurring keywords

representation learning (6206) convolutional neural network (4226) multivariate time series (139) time series (435) time series forecasting (364) dynamic time warping (81) deep neural network (1803) data augmentation (3052) time-series classification (17) irregular time series (21)

Papers

Learnable Dynamic Temporal Pooling for Time Series Classification AAAI 2021
Joint-Label Learning by Dual Augmentation for Time Series Classification AAAI 2021
ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification AAAI 2021
Differentiable Divergences Between Time Series AISTATS 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification ICML 2021
Correlative Channel-Aware Fusion for Multi-View Time Series Classification AAAI 2021
Uncertain Time Series Classification IJCAI 2021
Differentiable Multiple Shooting Layers NIPS 2021
Learning Discriminative Prototypes With Dynamic Time Warping CVPR 2021
Set Functions for Time Series ICML 2020
Tslearn, A Machine Learning Toolkit for Time Series Data JMLR 2020
pyts: A Python Package for Time Series Classification JMLR 2020
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances ICML 2020
Adversarial Dynamic Shapelet Networks AAAI 2020
Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention CVPR 2020
Unfolding recurrence by Green’s functions for optimized reservoir computing NIPS 2020
Detection of Subclinical Mild Traumatic Brain Injury (mTBI) Through Speech and Gait INTERSPEECH 2020
Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets AAAI 2020
Combining Real-Time Segmentation and Classification of Rehabilitation Exercises with LSTM Networks and Pointwise Boosting AAAI 2020
TapNet: Multivariate Time Series Classification with Attentional Prototypical Network AAAI 2020
A New Attention Mechanism to Classify Multivariate Time Series IJCAI 2020
SAX Breakpoints for Random Forest Based Real-Time Contrast Control Chart AAAI 2019
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping CVPR 2019
Dynamically Personalized Detection of Hemorrhage MLHC 2019
Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support ACL 2019