| Relational State-Space Model for Stochastic Multi-Object Systems | Jan 13, 2020 | ObjectTime Series | —Unverified | 0 |
| Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models | Jan 10, 2020 | Deep LearningElectrocardiography (ECG) | —Unverified | 0 |
| Temporally Folded Convolutional Neural Networks for Sequence Forecasting | Jan 10, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting NIFTY 50 benchmark Index using Seasonal ARIMA time series models | Jan 9, 2020 | BenchmarkingTime Series | —Unverified | 0 |
| Supervised Hyperalignment for multi-subject fMRI data alignment | Jan 9, 2020 | Multi-Subject Fmri Data AlignmentTime Series | —Unverified | 0 |
| Explainable Deep Convolutional Candlestick Learner | Jan 8, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Don't Forget The Past: Recurrent Depth Estimation from Monocular Video | Jan 8, 2020 | Depth CompletionDepth Estimation | —Unverified | 0 |
| Scalable Hybrid HMM with Gaussian Process Emission for Sequential Time-series Data Clustering | Jan 7, 2020 | ClusteringMissing Values | —Unverified | 0 |
| Discovering Nonlinear Relations with Minimum Predictive Information Regularization | Jan 7, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Prediction of MRI Hardware Failures based on Image Features using Time Series Classification | Jan 5, 2020 | General ClassificationTime Series | —Unverified | 0 |
| Data Curves Clustering Using Common Patterns Detection | Jan 5, 2020 | ClusteringTime Series | —Unverified | 0 |
| Root Cause Detection Among Anomalous Time Series Using Temporal State Alignment | Jan 4, 2020 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Biologically-Motivated Deep Learning Method using Hierarchical Competitive Learning | Jan 4, 2020 | Deep LearningTime Series | CodeCode Available | 0 |
| Temporal Tensor Transformation Network for Multivariate Time Series Prediction | Jan 4, 2020 | Feature EngineeringPrediction | —Unverified | 0 |
| Source Model Selection for Deep Learning in the Time Series Domain | Jan 3, 2020 | Model SelectionTime Series | CodeCode Available | 1 |
| Hydrological time series forecasting using simple combinations: Big data testing and investigations on one-year ahead river flow predictability | Jan 2, 2020 | BenchmarkingManagement | —Unverified | 0 |
| A Deep Structural Model for Analyzing Correlated Multivariate Time Series | Jan 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cost-effective Interactive Attention Learning with Neural Attention Process | Jan 1, 2020 | RerankingTime Series | CodeCode Available | 0 |
| Fast and Consistent Learning of Hidden Markov Models by Incorporating Non-Consecutive Correlations | Jan 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learnable Group Transform For Time-Series | Jan 1, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time | Jan 1, 2020 | BIG-bench Machine LearningNumerical Integration | CodeCode Available | 0 |
| Core-Collapse Supernova Gravitational-Wave Search and Deep Learning Classification | Jan 1, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| INFERENCE, PREDICTION, AND ENTROPY RATE OF CONTINUOUS-TIME, DISCRETE-EVENT PROCESSES | Jan 1, 2020 | PredictionTime Series | —Unverified | 0 |
| Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation | Jan 1, 2020 | ImputationMachine Translation | —Unverified | 0 |
| Improved Modeling of Complex Systems Using Hybrid Physics/Machine Learning/Stochastic Models | Jan 1, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |