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| Information Flow Rate for Cross-Correlated Stochastic Processes | Jan 10, 2024 | Causal InferenceGaussian Processes | —Unverified | 0 | 0 |
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| Debiasing Continuous-time Nonlinear Autoregressions | Apr 7, 2025 | regressionTime Series | —Unverified | 0 | 0 |
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| Information-Aware Time Series Meta-Contrastive Learning | Sep 29, 2021 | Contrastive LearningMeta-Learning | —Unverified | 0 | 0 |
| Infomaxformer: Maximum Entropy Transformer for Long Time-Series Forecasting Problem | Jan 4, 2023 | DecoderTime Series | —Unverified | 0 | 0 |
| DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection | Oct 13, 2023 | Anomaly DetectionDenoising | —Unverified | 0 | 0 |
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| 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 | 0 |
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| InfoCNF: Efficient Conditional Continuous Normalizing Flow Using Adaptive Solvers | Sep 25, 2019 | Conditional Image GenerationImage Generation | —Unverified | 0 | 0 |
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| Systematic comparison of deep generative models applied to multivariate financial time series | Dec 9, 2024 | ManagementPortfolio Optimization | —Unverified | 0 | 0 |
| Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements | Apr 2, 2025 | MambaTime Series | —Unverified | 0 | 0 |
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| System identification using Bayesian neural networks with nonparametric noise models | Apr 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Analysis of Numerical Integration in RNN-Based Residuals for Fault Diagnosis of Dynamic Systems | May 8, 2023 | Fault DiagnosisNumerical Integration | —Unverified | 0 | 0 |
| A Deep Learning Model for Heterogeneous Dataset Analysis -- Application to Winter Wheat Crop Yield Prediction | Jun 20, 2023 | Crop Yield PredictionDeep Learning | —Unverified | 0 | 0 |
| Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models | Nov 30, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Influence of Mobility Restrictions on Transmission of COVID-19 in the state of Maryland -- the USA | Sep 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |