| Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series | Oct 21, 2023 | Contrastive LearningEEG | CodeCode Available | 1 |
| FLAIR: a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical Imagery | Oct 20, 2023 | DiversityLand Cover Classification | CodeCode Available | 1 |
| Metastable Financial Markets | Oct 19, 2023 | Causal InferenceTime Series | —Unverified | 0 |
| Blending gradient boosted trees and neural networks for point and probabilistic forecasting of hierarchical time series | Oct 19, 2023 | DiversityFeature Engineering | CodeCode Available | 1 |
| A New Time Series Similarity Measure and Its Smart Grid Applications | Oct 19, 2023 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 |
| Towards a Deep Learning-based Online Quality Prediction System for Welding Processes | Oct 19, 2023 | ARCContinual Learning | —Unverified | 0 |
| Simulation-based Bayesian Inference from Privacy Protected Data | Oct 19, 2023 | Bayesian InferenceTime Series | CodeCode Available | 0 |
| Neural Likelihood Approximation for Integer Valued Time Series Data | Oct 19, 2023 | Time Series | —Unverified | 0 |
| Hierarchical Forecasting at Scale | Oct 19, 2023 | Production ForecastingTime Series | CodeCode Available | 1 |
| MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features | Oct 19, 2023 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications | Oct 19, 2023 | Out-of-Distribution DetectionSentiment Analysis | —Unverified | 0 |
| Is Channel Independent strategy optimal for Time Series Forecasting? | Oct 18, 2023 | ClusteringTime Series | —Unverified | 0 |
| Open-Set Multivariate Time-Series Anomaly Detection | Oct 18, 2023 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Dynamic financial processes identification using sparse regressive reservoir computers | Oct 18, 2023 | Time Series | CodeCode Available | 0 |
| Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering | Oct 18, 2023 | ClusteringDecoder | —Unverified | 0 |
| Transformers for scientific data: a pedagogical review for astronomers | Oct 18, 2023 | AstronomyTime Series | —Unverified | 0 |
| A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis | Oct 18, 2023 | Anomaly DetectionImputation | CodeCode Available | 1 |
| MorphFlow: Estimating Motion in In Situ Tests of Concrete | Oct 17, 2023 | Time Series | —Unverified | 0 |
| Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations | Oct 17, 2023 | Autonomous Drivingreinforcement-learning | CodeCode Available | 0 |
| Compatible Transformer for Irregularly Sampled Multivariate Time Series | Oct 17, 2023 | Time Series | CodeCode Available | 1 |
| Causal Feature Selection via Transfer Entropy | Oct 17, 2023 | Causal Discoveryfeature selection | —Unverified | 0 |
| When Rigidity Hurts: Soft Consistency Regularization for Probabilistic Hierarchical Time Series Forecasting | Oct 17, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| MST-GAT: A Multimodal Spatial-Temporal Graph Attention Network for Time Series Anomaly Detection | Oct 17, 2023 | Anomaly DetectionGraph Attention | —Unverified | 0 |
| Temporal Embeddings: Scalable Self-Supervised Temporal Representation Learning from Spatiotemporal Data for Multimodal Computer Vision | Oct 16, 2023 | Representation LearningSemantic Segmentation | —Unverified | 0 |
| Unveiling Early Warning Signals of Systemic Risks in Banks: A Recurrence Network-Based Approach | Oct 16, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
