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| TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling | Feb 4, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies | Feb 3, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| Root Cause Analysis In Microservice Using Neural Granger Causal Discovery | Feb 2, 2024 | Causal DiscoveryContrastive Learning | CodeCode Available | 1 |
| Multivariate Probabilistic Time Series Forecasting with Correlated Errors | Feb 1, 2024 | Computational EfficiencyProbabilistic Time Series Forecasting | CodeCode Available | 1 |
| A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction | Jan 31, 2024 | DecoderGraph Learning | CodeCode Available | 1 |
| PlasmoData.jl -- A Julia Framework for Modeling and Analyzing Complex Data as Graphs | Jan 21, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| TreeMIL: A Multi-instance Learning Framework for Time Series Anomaly Detection with Inexact Supervision | Jan 20, 2024 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| PatchAD: A Lightweight Patch-based MLP-Mixer for Time Series Anomaly Detection | Jan 18, 2024 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| MSHyper: Multi-Scale Hypergraph Transformer for Long-Range Time Series Forecasting | Jan 17, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
