| Multivariate LSTM-FCNs for Time Series Classification | Jan 14, 2018 | Action RecognitionActivity Recognition | CodeCode Available | 1 |
| Learning Linear Dynamical Systems via Spectral Filtering | Nov 2, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| hctsa: A Computational Framework for Automated Time-Series Phenotyping Using Massive Feature Extraction | Nov 1, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting | Sep 14, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| LSTM Fully Convolutional Networks for Time Series Classification | Sep 8, 2017 | General ClassificationOutlier Detection | CodeCode Available | 1 |
| Deep and Confident Prediction for Time Series at Uber | Sep 6, 2017 | Anomaly DetectionPrediction | CodeCode Available | 1 |
| A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series | Jul 5, 2017 | ClassificationEEG | CodeCode Available | 1 |
| SchNet: A continuous-filter convolutional neural network for modeling quantum interactions | Jun 26, 2017 | Formation EnergyTime Series | CodeCode Available | 1 |
| Changing Fashion Cultures | Mar 23, 2017 | Cultural Vocal Bursts Intensity PredictionTime Series | CodeCode Available | 1 |
| Multitask learning and benchmarking with clinical time series data | Mar 22, 2017 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
