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| From Chaos to Clarity: Time Series Anomaly Detection in Astronomical Observations | Mar 15, 2024 | Anomaly DetectionDecoder | CodeCode Available | 0 | 5 |
| Sequence Prediction using Spectral RNNs | Dec 13, 2018 | PredictionTime Series | CodeCode Available | 0 | 5 |
| FPN-fusion: Enhanced Linear Complexity Time Series Forecasting Model | Jun 6, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| Deep Learning-based Group Causal Inference in Multivariate Time-series | Jan 16, 2024 | Causal InferenceDeep Learning | CodeCode Available | 0 | 5 |
| Fourier-Mixed Window Attention: Accelerating Informer for Long Sequence Time-Series Forecasting | Jul 2, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| Framework for Variable-lag Motif Following Relation Inference In Time Series using Matrix Profile analysis | Jan 5, 2024 | RelationTime Series | CodeCode Available | 0 | 5 |
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| Automatic Segmentation of the Placenta in BOLD MRI Time Series | Aug 4, 2022 | Placenta SegmentationTime Series | CodeCode Available | 0 | 5 |
| Deep Learning for Predicting Asset Returns | Apr 25, 2018 | Deep LearningTime Series | CodeCode Available | 0 | 5 |
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| Automatic Construction and Natural-Language Description of Nonparametric Regression Models | Feb 18, 2014 | Gaussian Processesregression | CodeCode Available | 0 | 5 |
| Fused-Lasso Regularized Cholesky Factors of Large Nonstationary Covariance Matrices of Longitudinal Data | Jul 22, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
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| A Comparison of Deep Learning and Established Methods for Calf Behaviour Monitoring | Aug 23, 2024 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 | 5 |
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| Automatic Anomaly Detection in the Cloud Via Statistical Learning | Apr 24, 2017 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| Deep Imbalanced Time-series Forecasting via Local Discrepancy Density | Feb 27, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systems | May 13, 2024 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 | 5 |
| CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline Summarization | May 29, 2021 | ArticlesInformation Retrieval | CodeCode Available | 0 | 5 |
| Forecasting Early with Meta Learning | Jul 19, 2023 | Meta-LearningMulti-Task Learning | CodeCode Available | 0 | 5 |
| General anesthesia reduces complexity and temporal asymmetry of the informational structures derived from neural recordings in Drosophila | May 30, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables | Jul 21, 2020 | regressionTime Series | CodeCode Available | 0 | 5 |
| Forecasting COVID-19 Counts At A Single Hospital: A Hierarchical Bayesian Approach | Apr 14, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
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| Deep Hedging: Learning to Simulate Equity Option Markets | Nov 5, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
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| FNetAR: Mixing Tokens with Autoregressive Fourier Transforms | Jul 22, 2021 | Language ModellingTime Series | CodeCode Available | 0 | 5 |
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| DeepGraviLens: a Multi-Modal Architecture for Classifying Gravitational Lensing Data | May 2, 2022 | AstronomyImage Classification | CodeCode Available | 0 | 5 |
| DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics | Jun 5, 2023 | Time Series | CodeCode Available | 0 | 5 |
| DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM | Apr 5, 2024 | Deep Learningfeature selection | CodeCode Available | 0 | 5 |
| Deep Markov Spatio-Temporal Factorization | Mar 22, 2020 | ClusteringTime Series | CodeCode Available | 0 | 5 |
| Flipped Classroom: Effective Teaching for Time Series Forecasting | Oct 17, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| FLEXtime: Filterbank learning to explain time series | Nov 6, 2024 | EEGTime Series | CodeCode Available | 0 | 5 |
| Coordination Event Detection and Initiator Identification in Time Series Data | Mar 4, 2016 | Decision MakingEvent Detection | CodeCode Available | 0 | 5 |
| GenFormer: A Deep-Learning-Based Approach for Generating Multivariate Stochastic Processes | Feb 3, 2024 | ManagementTime Series | CodeCode Available | 0 | 5 |
| Flow-based Spatio-Temporal Structured Prediction of Motion Dynamics | Apr 9, 2021 | motion predictionPrediction | CodeCode Available | 0 | 5 |
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| Deep Generative Networks For Sequence Prediction | Apr 18, 2018 | PredictionRepresentation Learning | CodeCode Available | 0 | 5 |
| Fitting stochastic predator-prey models using both population density and kill rate data | Apr 3, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
