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| Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders | Oct 23, 2018 | AstronomyDynamic Time Warping | —Unverified | 0 |
| Learning dynamic Boltzmann machines with spike-timing dependent plasticity | Sep 29, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Neural Network Estimation in Panel Data Models | May 31, 2023 | Time Series | —Unverified | 0 |
| Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks | Feb 22, 2022 | Inductive BiasTime Series | —Unverified | 0 |
| Learning ECG Signal Features Without Backpropagation Using Linear Laws | Jul 4, 2023 | Representation LearningTime Series | —Unverified | 0 |
| Deep Neural Networks and Neuro-Fuzzy Networks for Intellectual Analysis of Economic Systems | Nov 11, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Learning Ensembles of Anomaly Detectors on Synthetic Data | May 20, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| Information-Aware Time Series Meta-Contrastive Learning | Sep 29, 2021 | Contrastive LearningMeta-Learning | —Unverified | 0 |
| Deep Neural Networks for automatic extraction of features in time series satellite images | Aug 17, 2020 | Earth ObservationLand Cover Classification | —Unverified | 0 |
| Learning Financial Networks with High-frequency Trade Data | Aug 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| VLSTM: Very Long Short-Term Memory Networks for High-Frequency Trading | Sep 5, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Infomaxformer: Maximum Entropy Transformer for Long Time-Series Forecasting Problem | Jan 4, 2023 | DecoderTime Series | —Unverified | 0 |
| DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection | Oct 13, 2023 | Anomaly DetectionDenoising | —Unverified | 0 |
| LeMoLE: LLM-Enhanced Mixture of Linear Experts for Time Series Forecasting | Nov 24, 2024 | Computational EfficiencyNatural Language Understanding | —Unverified | 0 |
| InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals | Apr 13, 2025 | cross-modal alignmentSelf-Supervised Learning | —Unverified | 0 |
| Deep Neural Networks to Enable Real-time Multimessenger Astrophysics | Dec 30, 2016 | Astronomyparameter estimation | —Unverified | 0 |
| Learning under Temporal Label Noise | Feb 6, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Learning from weakly dependent data under Dobrushin's condition | Jun 21, 2019 | Generalization BoundsLearning Theory | —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 |
| Analysis of Numerical Integration in RNN-Based Residuals for Fault Diagnosis of Dynamic Systems | May 8, 2023 | Fault DiagnosisNumerical Integration | —Unverified | 0 |
| InfoCNF: Efficient Conditional Continuous Normalizing Flow Using Adaptive Solvers | Sep 25, 2019 | Conditional Image GenerationImage Generation | —Unverified | 0 |
| InfoCNF: An Efficient Conditional Continuous Normalizing Flow with Adaptive Solvers | Dec 9, 2019 | Conditional Image GenerationImage Generation | —Unverified | 0 |
| Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements | Apr 2, 2025 | MambaTime Series | —Unverified | 0 |