| Multi-resolution Time-Series Transformer for Long-term Forecasting | Nov 7, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization | Nov 6, 2023 | ManagementPosition | CodeCode Available | 1 |
| Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead | Nov 5, 2023 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 |
| ForecastPFN: Synthetically-Trained Zero-Shot Forecasting | Nov 3, 2023 | Bayesian InferenceTime Series | CodeCode Available | 1 |
| Time Series Anomaly Detection using Diffusion-based Models | Nov 2, 2023 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning | Nov 1, 2023 | Contrastive LearningRetrieval | CodeCode Available | 1 |
| BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis | Oct 31, 2023 | Contrastive LearningSelf-Supervised Learning | CodeCode Available | 1 |
| Contrastive Difference Predictive Coding | Oct 31, 2023 | Representation LearningTime Series | CodeCode Available | 1 |
| FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space | Oct 30, 2023 | Contrastive LearningTime Series | CodeCode Available | 1 |
| A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP | Oct 25, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
