| Multivariate Time Series Anomaly Detection using DiffGAN Model | Jan 3, 2025 | Anomaly DetectionGenerative Adversarial Network | CodeCode Available | 0 |
| AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation | Jan 3, 2025 | Data AugmentationTime Series | CodeCode Available | 0 |
| Unsupervised learning for anticipating critical transitions | Jan 2, 2025 | Time Series | —Unverified | 0 |
| RealDiffFusionNet: Neural Controlled Differential Equation Informed Multi-Head Attention Fusion Networks for Disease Progression Modeling Using Real-World Data | Jan 2, 2025 | Time Series | —Unverified | 0 |
| AI-Enabled Operations at Fermi Complex: Multivariate Time Series Prediction for Outage Prediction and Diagnosis | Jan 2, 2025 | Decision MakingPrediction | —Unverified | 0 |
| CORAL: Concept Drift Representation Learning for Co-evolving Time-series | Jan 2, 2025 | Representation LearningTime Series | —Unverified | 0 |
| A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models | Jan 2, 2025 | Hyperparameter OptimizationMamba | CodeCode Available | 0 |
| CryptoMamba: Leveraging State Space Models for Accurate Bitcoin Price Prediction | Jan 2, 2025 | MambaState Space Models | CodeCode Available | 3 |
| Bridging Simplicity and Sophistication using GLinear: A Novel Architecture for Enhanced Time Series Prediction | Jan 2, 2025 | GLinearTime Series | CodeCode Available | 0 |
| MODA: Motion-Drift Augmentation for Inertial Human Motion Analysis | Jan 1, 2025 | Action RecognitionData Augmentation | —Unverified | 0 |
