| Generalized Dilation Neural Networks | May 8, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Unsupervised Learning through Temporal Smoothing and Entropy Maximization | May 8, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Causality: Synthesis of Large-Scale Causal Networks from High-Dimensional Time Series Data | May 6, 2019 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Temporal Attention Augmented Bilinear Network for Financial Time Series Data Analysis | May 5, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Multivariate Time Series Classification using Dilated Convolutional Neural Network | May 5, 2019 | Activity RecognitionClassification | CodeCode Available | 0 |
| Convolution, attention and structure embedding | May 3, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Graph Convolutional Networks for Automatic Seizure Detection | May 3, 2019 | Inductive BiasSeizure Detection | —Unverified | 0 |
| Context-Dependent Semantic Parsing over Temporally Structured Data | May 1, 2019 | DecoderSemantic Parsing | CodeCode Available | 0 |
| A Novel Trend Symbolic Aggregate Approximation for Time Series | May 1, 2019 | General ClassificationTime Series | —Unverified | 0 |
| Surface Type Classification for Autonomous Robot Indoor Navigation | May 1, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Time-series Insights into the Process of Passing or Failing Online University Courses using Neural-Induced Interpretable Student States | May 1, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Procedural Abstractions and Evaluating Discrete Latent Temporal Structure | May 1, 2019 | ClusteringTime Series | CodeCode Available | 0 |
| GEOMETRIC AUGMENTATION FOR ROBUST NEURAL NETWORK CLASSIFIERS | May 1, 2019 | General ClassificationTime Series | —Unverified | 0 |
| Pyramid Recurrent Neural Networks for Multi-Scale Change-Point Detection | May 1, 2019 | Activity RecognitionChange Point Detection | —Unverified | 0 |
| A fully automated periodicity detection in time series | May 1, 2019 | ClusteringTime Series | CodeCode Available | 0 |
| The Expressive Power of Gated Recurrent Units as a Continuous Dynamical System | May 1, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Causal Discovery with Learnable Input Noise | May 1, 2019 | Causal DiscoveryEEG | —Unverified | 0 |
| Multi-resolution Networks For Flexible Irregular Time Series Modeling (Multi-FIT) | Apr 30, 2019 | ImputationIrregular Time Series | —Unverified | 0 |
| Sequence to sequence deep learning models for solar irradiation forecasting | Apr 30, 2019 | DecoderDeep Learning | —Unverified | 0 |
| Empirical facts characterizing banking crises: an analysis via binary time series | Apr 29, 2019 | ClusteringTime Series | —Unverified | 0 |
| ConvTimeNet: A Pre-trained Deep Convolutional Neural Network for Time Series Classification | Apr 29, 2019 | Computational EfficiencyGeneral Classification | —Unverified | 0 |
| Curriculum Learning in Deep Neural Networks for Financial Forecasting | Apr 29, 2019 | DecoderTime Series | —Unverified | 0 |
| Rough volatility of Bitcoin | Apr 28, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cough Detection Using Hidden Markov Models | Apr 28, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Real numbers, data science and chaos: How to fit any dataset with a single parameter | Apr 28, 2019 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
