| WEASEL 2.0 -- A Random Dilated Dictionary Transform for Fast, Accurate and Memory Constrained Time Series Classification | Jan 24, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series | Jan 23, 2023 | Emotion ClassificationMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data | Jan 22, 2023 | Federated LearningPrompt Learning | CodeCode Available | 1 |
| Ti-MAE: Self-Supervised Masked Time Series Autoencoders | Jan 21, 2023 | Contrastive LearningMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Diffusion-based Conditional ECG Generation with Structured State Space Models | Jan 19, 2023 | State Space ModelsSynthetic Data Generation | CodeCode Available | 1 |
| Causal Recurrent Variational Autoencoder for Medical Time Series Generation | Jan 16, 2023 | Causal InferenceDecoder | CodeCode Available | 1 |
| A Transformer-based Diffusion Probabilistic Model for Heart Rate and Blood Pressure Forecasting in Intensive Care Unit | Jan 16, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG | Jan 3, 2023 | Anomaly DetectionEEG | CodeCode Available | 1 |
| Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts | Jan 1, 2023 | Time Series | CodeCode Available | 1 |
| Multi-step-ahead Stock Price Prediction Using Recurrent Fuzzy Neural Network and Variational Mode Decomposition | Dec 24, 2022 | PredictionStock Price Prediction | CodeCode Available | 1 |
