| Don't Get Me Wrong: How to Apply Deep Visual Interpretations to Time Series | Mar 14, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Black box variational inference for state space models | Nov 23, 2015 | State Space ModelsTime Series | CodeCode Available | 0 |
| Acquiring Better Load Estimates by Combining Anomaly and Change Point Detection in Power Grid Time-series Measurements | May 25, 2024 | Anomaly DetectionChange Point Detection | CodeCode Available | 0 |
| Modeling Latent Non-Linear Dynamical System over Time Series | Dec 11, 2024 | Time Series | CodeCode Available | 0 |
| Modeling Irregularly Sampled Clinical Time Series | Dec 3, 2018 | Deep LearningLength-of-Stay prediction | CodeCode Available | 0 |
| Domain Adaptation with Representation Learning and Nonlinear Relation for Time Series | Feb 15, 2022 | Activity RecognitionDomain Adaptation | CodeCode Available | 0 |
| Modeling emotion in complex stories: the Stanford Emotional Narratives Dataset | Nov 22, 2019 | Emotion RecognitionTime Series | CodeCode Available | 0 |
| Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events | Nov 11, 2019 | ClassificationEEG | CodeCode Available | 0 |
| Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition | Jul 10, 2022 | Activity RecognitionContrastive Learning | CodeCode Available | 0 |
| Modeling Complex Disease Trajectories using Deep Generative Models with Semi-Supervised Latent Processes | Nov 14, 2023 | Time SeriesUncertainty Quantification | CodeCode Available | 0 |
| Modeling Activity-Driven Music Listening with PACE | May 2, 2024 | Recommendation SystemsTime Series | CodeCode Available | 0 |
| Model Compression for Dynamic Forecast Combination | Apr 5, 2021 | modelModel Compression | CodeCode Available | 0 |
| Does Terrorism Trigger Online Hate Speech? On the Association of Events and Time Series | Apr 30, 2020 | Causal InferencePoint Processes | CodeCode Available | 0 |
| Bioluminescence modeling for deep sea experiments | Feb 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| DLBI: Deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopy | May 20, 2018 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| Model Agnostic Time Series Analysis via Matrix Estimation | Feb 25, 2018 | ImputationMissing Values | CodeCode Available | 0 |
| Machine learning of network inference enhancement from noisy measurements | Sep 5, 2023 | Time Series | CodeCode Available | 0 |
| Biologically-Motivated Deep Learning Method using Hierarchical Competitive Learning | Jan 4, 2020 | Deep LearningTime Series | CodeCode Available | 0 |
| MobiVital: Self-supervised Time-series Quality Estimation for Contactless Respiration Monitoring Using UWB Radar | Mar 14, 2025 | Time Series | CodeCode Available | 0 |
| Dive into Time-Series Anomaly Detection: A Decade Review | Dec 29, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Binary Spatial Random Field Reconstruction from Non-Gaussian Inhomogeneous Time-series Observations | Apr 7, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking Data | Jun 24, 2022 | Binary ClassificationTime Series | CodeCode Available | 0 |
| ML Algorithm Synthesizing Domain Knowledge for Fungal Spores Concentration Prediction | Sep 23, 2023 | Time Series | CodeCode Available | 0 |
| Distributional conformal prediction | Sep 17, 2019 | Conformal Predictioncounterfactual | CodeCode Available | 0 |
| Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection | May 20, 2021 | Anomaly DetectionClustering | CodeCode Available | 0 |
