| TreeMIL: A Multi-instance Learning Framework for Time Series Anomaly Detection with Inexact Supervision | Jan 20, 2024 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection | Jan 20, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Data Augmentation for Traffic Classification | Jan 19, 2024 | BenchmarkingClassification | —Unverified | 0 |
| Learning-assisted Stochastic Capacity Expansion Planning: A Bayesian Optimization Approach | Jan 19, 2024 | Bayesian OptimizationStochastic Optimization | —Unverified | 0 |
| MELODY: Robust Semi-Supervised Hybrid Model for Entity-Level Online Anomaly Detection with Multivariate Time Series | Jan 18, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Deep Generative Modeling for Financial Time Series with Application in VaR: A Comparative Review | Jan 18, 2024 | DecoderTime Series | —Unverified | 0 |
| Optimizing Medication Decisions for Patients with Atrial Fibrillation through Path Development Network | Jan 18, 2024 | SpecificityTime Series | —Unverified | 0 |
| Machine learning approach to detect dynamical states from recurrence measures | Jan 18, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| PatchAD: A Lightweight Patch-based MLP-Mixer for Time Series Anomaly Detection | Jan 18, 2024 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Deep Dict: Deep Learning-based Lossy Time Series Compressor for IoT Data | Jan 18, 2024 | Time Series | —Unverified | 0 |
