| NTS-NOTEARS: Learning Nonparametric DBNs With Prior Knowledge | Sep 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting | Sep 4, 2021 | Irregular Time SeriesRepresentation Learning | CodeCode Available | 1 |
| MrSQM: Fast Time Series Classification with Symbolic Representations | Sep 2, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| Transformer Networks for Data Augmentation of Human Physical Activity Recognition | Sep 2, 2021 | Activity RecognitionData Augmentation | CodeCode Available | 1 |
| A Multi-view Multi-task Learning Framework for Multi-variate Time Series Forecasting | Sep 2, 2021 | AttributeMulti-Task Learning | CodeCode Available | 1 |
| Bilinear Input Normalization for Neural Networks in Financial Forecasting | Sep 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| TCCT: Tightly-Coupled Convolutional Transformer on Time Series Forecasting | Aug 29, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| S&P 500 Stock Price Prediction Using Technical, Fundamental and Text Data | Aug 24, 2021 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 |
| DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction | Aug 20, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| AGNet: Weighing Black Holes with Deep Learning | Aug 17, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
