| InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals | Apr 13, 2025 | cross-modal alignmentSelf-Supervised Learning | —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 |
| Learning Graph Structures and Uncertainty for Accurate and Calibrated Time-series Forecasting | Jul 2, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| InfoCNF: An Efficient Conditional Continuous Normalizing Flow with Adaptive Solvers | Dec 9, 2019 | Conditional Image GenerationImage Generation | —Unverified | 0 |
| Learning Hamiltonian dynamics by reservoir computer | Apr 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Hamiltonian Dynamics with Bayesian Data Assimilation | Jan 31, 2025 | PredictionTime Series | —Unverified | 0 |
| Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements | Apr 2, 2025 | MambaTime Series | —Unverified | 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 |
