| Parameter fine-tuning method for MMG model using real-scale ship data | Dec 7, 2023 | Time Series | —Unverified | 0 |
| Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing | Dec 7, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification | Dec 7, 2023 | Data AugmentationRepresentation Learning | CodeCode Available | 1 |
| TimeDRL: Disentangled Representation Learning for Multivariate Time-Series | Dec 7, 2023 | Inductive BiasRepresentation Learning | CodeCode Available | 1 |
| Graph Convolutions Enrich the Self-Attention in Transformers! | Dec 7, 2023 | Clone Detection | CodeCode Available | 1 |
| Adaptive Dependency Learning Graph Neural Networks | Dec 6, 2023 | Demand ForecastingTime Series | CodeCode Available | 0 |
| Multi-Scale and Multi-Modal Contrastive Learning Network for Biomedical Time Series | Dec 6, 2023 | Activity RecognitionContrastive Learning | —Unverified | 0 |
| Personalized Pose Forecasting | Dec 6, 2023 | Human Pose ForecastingMotion Forecasting | —Unverified | 0 |
| MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection | Dec 5, 2023 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| EdgeConvFormer: Dynamic Graph CNN and Transformer based Anomaly Detection in Multivariate Time Series | Dec 4, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Deep Set Neural Networks for forecasting asynchronous bioprocess timeseries | Dec 4, 2023 | ImputationIrregular Time Series | —Unverified | 0 |
| ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation | Dec 4, 2023 | ImputationInductive Bias | CodeCode Available | 1 |
| Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach | Dec 4, 2023 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| On Tuning Neural ODE for Stability, Consistency and Faster Convergence | Dec 4, 2023 | Density EstimationTime Series | —Unverified | 0 |
| Deep Ensembles Meets Quantile Regression: Uncertainty-aware Imputation for Time Series | Dec 3, 2023 | ImputationMissing Values | —Unverified | 0 |
| Enhancing Algorithm Performance Understanding through tsMorph: Generating Semi-Synthetic Time Series for Robust Forecasting Evaluation | Dec 3, 2023 | Synthetic Data GenerationTime Series | CodeCode Available | 0 |
| RNN-BOF: A Multivariate Global Recurrent Neural Network for Binary Outcome Forecasting of Inpatient Aggression | Dec 2, 2023 | Time Series | —Unverified | 0 |
| A framework for mining lifestyle profiles through multi-dimensional and high-order mobility feature clustering | Dec 1, 2023 | Common Sense ReasoningFeature Engineering | —Unverified | 0 |
| Inference on common trends in functional time series | Dec 1, 2023 | Time Seriesvalid | —Unverified | 0 |
| Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting | Dec 1, 2023 | Time SeriesTraffic Prediction | CodeCode Available | 2 |
| A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging | Nov 30, 2023 | Time Series | —Unverified | 0 |
| InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity | Nov 30, 2023 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| MCI Detection using fMRI time series embeddings of Recurrence plots | Nov 30, 2023 | Time Series | CodeCode Available | 0 |
| Online Change Points Detection for Linear Dynamical Systems with Finite Sample Guarantees | Nov 30, 2023 | Change Point DetectionTime Series | —Unverified | 0 |
| MultiResFormer: Transformer with Adaptive Multi-Resolution Modeling for General Time Series Forecasting | Nov 30, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
