| MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian | Sep 1, 2022 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting | Sep 1, 2022 | DecoderMultivariate Time Series Forecasting | —Unverified | 0 |
| ARMA Cell: A Modular and Effective Approach for Neural Autoregressive Modeling | Aug 31, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Light curve completion and forecasting using fast and scalable Gaussian processes (MuyGPs) | Aug 31, 2022 | Gaussian ProcessesPose Estimation | CodeCode Available | 1 |
| Learning Multiscale Non-stationary Causal Structures | Aug 31, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Modeling Volatility and Dependence of European Carbon and Energy Prices | Aug 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Persistence Initialization: A novel adaptation of the Transformer architecture for Time Series Forecasting | Aug 30, 2022 | DecoderTime Series | —Unverified | 0 |
| Denoising Architecture for Unsupervised Anomaly Detection in Time-Series | Aug 30, 2022 | Anomaly DetectionDecoder | CodeCode Available | 0 |
| Large-step neural network for learning the symplectic evolution from partitioned data | Aug 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Large-scale unsupervised spatio-temporal semantic analysis of vast regions from satellite images sequences | Aug 29, 2022 | Temporal SequencesTime Series | —Unverified | 0 |
