| Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware | Oct 10, 2022 | Edge-computingimage-classification | —Unverified | 0 |
| Mining Causality from Continuous-time Dynamics Models: An Application to Tsunami Forecasting | Oct 10, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-Task Dynamical Systems | Oct 8, 2022 | Multi-Task LearningTime Series | CodeCode Available | 0 |
| ANFIS-based prediction of power generation for combined cycle power plant | Oct 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Koopman Neural Forecaster for Time Series with Temporal Distribution Shifts | Oct 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks | Oct 6, 2022 | Mortality PredictionPrognosis | CodeCode Available | 0 |
| From Rules to Regs: A Structural Topic Model of Collusion Research | Oct 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Spatial Decomposition and Fusion Network for Time Series Forecasting | Oct 6, 2022 | Feature Engineeringfeature selection | —Unverified | 0 |
| Edge-Varying Fourier Graph Networks for Multivariate Time Series Forecasting | Oct 6, 2022 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models | Oct 6, 2022 | Deep LearningFeature Importance | CodeCode Available | 0 |
| Inference on Causal Effects of Interventions in Time using Gaussian Processes | Oct 6, 2022 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Tripletformer for Probabilistic Interpolation of Irregularly sampled Time Series | Oct 5, 2022 | AstronomyDecoder | CodeCode Available | 0 |
| Learning Video-independent Eye Contact Segmentation from In-the-Wild Videos | Oct 5, 2022 | Contact DetectionSegmentation | CodeCode Available | 0 |
| GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks | Oct 5, 2022 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Feature Importance for Time Series Data: Improving KernelSHAP | Oct 5, 2022 | Event DetectionFeature Importance | —Unverified | 0 |
| The Local to Unity Dynamic Tobit Model | Oct 5, 2022 | modelTime Series | —Unverified | 0 |
| Efficient probabilistic reconciliation of forecasts for real-valued and count time series | Oct 5, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Stock Volatility Prediction using Time Series and Deep Learning Approach | Oct 5, 2022 | Deep LearningTime Series | —Unverified | 0 |
| Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction | Oct 4, 2022 | counterfactualOpen-Ended Question Answering | —Unverified | 0 |
| MTSMAE: Masked Autoencoders for Multivariate Time-Series Forecasting | Oct 4, 2022 | Multivariate Time Series ForecastingSelf-Supervised Learning | —Unverified | 0 |
| Fast Saturating Gate for Learning Long Time Scales with Recurrent Neural Networks | Oct 4, 2022 | Computational EfficiencyTime Series | —Unverified | 0 |
| Nonparametric and Regularized Dynamical Wasserstein Barycenters for Sequential Observations | Oct 4, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Homotopy-based training of NeuralODEs for accurate dynamics discovery | Oct 4, 2022 | Time Series | CodeCode Available | 0 |
| Combined Dynamic Virtual Spatiotemporal Graph Mapping for Traffic Prediction | Oct 3, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Review of Clustering Methods for Functional Data | Oct 3, 2022 | ClusteringTime Series | —Unverified | 0 |