| Discovering Hidden Physics Behind Transport Dynamics | Nov 24, 2020 | Optical Flow EstimationTime Series | —Unverified | 0 |
| Blending Low and High-Level Semantics of Time Series for Better Masked Time Series Generation | Aug 29, 2024 | QuantizationSelf-Supervised Learning | —Unverified | 0 |
| An LSTM-Based Predictive Monitoring Method for Data with Time-varying Variability | Sep 5, 2023 | Anomaly DetectionPrediction Intervals | —Unverified | 0 |
| Double Diffusion Maps and their Latent Harmonics for Scientific Computations in Latent Space | Apr 26, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Blind Deinterleaving of Signals in Time Series with Self-attention Based Soft Min-cost Flow Learning | Oct 24, 2020 | ClusteringTime Series | —Unverified | 0 |
| Double-Path Adaptive-correlation Spatial-Temporal Inverted Transformer for Stock Time Series Forecasting | Sep 24, 2024 | Stock PredictionTime Series | —Unverified | 0 |
| Doubly Robust Structure Identification from Temporal Data | Nov 10, 2023 | Time Series | —Unverified | 0 |
| Blitzkriging: Kronecker-structured Stochastic Gaussian Processes | Oct 27, 2015 | Gaussian ProcessesGeneral Classification | —Unverified | 0 |
| Discovering group dynamics in coordinated time series via hierarchical recurrent switching-state models | Jan 26, 2024 | Time Series | —Unverified | 0 |
| Beyond Forecasting: Compositional Time Series Reasoning for End-to-End Task Execution | Oct 5, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Downsampling and geometric feature methods for EEG classification tasks with CNNs | Oct 10, 2020 | BenchmarkingEEG | —Unverified | 0 |
| Discovering contemporaneous and lagged causal relations in autocorrelated nonlinear time series datasets | Mar 7, 2020 | Causal DiscoveryTime Series | —Unverified | 0 |
| DRAformer: Differentially Reconstructed Attention Transformer for Time-Series Forecasting | Jun 11, 2022 | DecoderTime Series | —Unverified | 0 |
| Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning | Feb 21, 2025 | Contrastive LearningMultivariate Time Series Forecasting | —Unverified | 0 |
| Empirical analysis of daily cash flow time series and its implications for forecasting | Jun 29, 2017 | ManagementTime Series | —Unverified | 0 |
| Drift-Adjusted And Arbitrated Ensemble Framework For Time Series Forecasting | Mar 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Drift Identification for Lévy alpha-Stable Stochastic Systems | Dec 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Empirical facts characterizing banking crises: an analysis via binary time series | Apr 29, 2019 | ClusteringTime Series | —Unverified | 0 |
| Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification | Nov 10, 2022 | SegmentationTime Series | —Unverified | 0 |
| Driver Profiling and Bayesian Workload Estimation Using Naturalistic Peripheral Detection Study Data | Mar 26, 2023 | Time Series | —Unverified | 0 |
| Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference | Dec 1, 2010 | Causal Inferenceregression | —Unverified | 0 |
| BLUnet: Arithmetic-free Inference with Bit-serialised Table Lookup Operation for Efficient Deep Neural Networks | Sep 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction | Aug 7, 2023 | Decision MakingDecoder | —Unverified | 0 |
| Discovering Common Change-Point Patterns in Functional Connectivity Across Subjects | Apr 26, 2019 | Functional ConnectivityTime Series | —Unverified | 0 |
| Direct Method for Training Feed-forward Neural Networks using Batch Extended Kalman Filter for Multi-Step-Ahead Predictions | May 12, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |