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| A Systematic Review for Transformer-based Long-term Series Forecasting | Oct 31, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Transfer Learning for Clinical Time Series Analysis using Deep Neural Networks | Apr 1, 2019 | Domain AdaptationTime Series | —Unverified | 0 | 0 |
| A Systematic Literature Review of Spatio-Temporal Graph Neural Network Models for Time Series Forecasting and Classification | Oct 29, 2024 | Graph Neural NetworkSystematic Literature Review | —Unverified | 0 | 0 |
| Time Series Simulation by Conditional Generative Adversarial Net | Apr 25, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Transfer learning for financial data predictions: a systematic review | Sep 24, 2024 | PredictionStock Price Prediction | —Unverified | 0 | 0 |
| Transfer Learning for High-dimensional Reduced Rank Time Series Models | Apr 22, 2025 | Time SeriesTransfer Learning | —Unverified | 0 | 0 |
| Hybrid Attention Networks for Flow and Pressure Forecasting in Water Distribution Systems | Apr 13, 2020 | Anomaly DetectionDecision Making | —Unverified | 0 | 0 |
| Time Series Similarity Score Functions to Monitor and Interact with the Training and Denoising Process of a Time Series Diffusion Model applied to a Human Activity Recognition Dataset based on IMUs | May 20, 2025 | Activity RecognitionDenoising | —Unverified | 0 | 0 |
| Time Series Segmentation through Automatic Feature Learning | Jan 16, 2018 | Activity RecognitionEEG | —Unverified | 0 | 0 |
| Transfer learning of chaotic systems | Nov 15, 2020 | General KnowledgeTime Series | —Unverified | 0 | 0 |
| Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations | Oct 15, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting | Jul 27, 2023 | DecoderTime Series | —Unverified | 0 | 0 |
| Transform-Based Multilinear Dynamical System for Tensor Time Series Analysis | Nov 18, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanism | Dec 15, 2024 | Fault DetectionTime Series | —Unverified | 0 | 0 |
| Transformer-Based Behavioral Representation Learning Enables Transfer Learning for Mobile Sensing in Small Datasets | Jul 9, 2021 | Representation LearningTime Series | —Unverified | 0 | 0 |
| Human Motion Prediction via Pattern Completion in Latent Representation Space | Apr 18, 2019 | Action ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Transformer-Based Deep Learning Model for Stock Price Prediction: A Case Study on Bangladesh Stock Market | Aug 17, 2022 | PredictionStock Price Prediction | —Unverified | 0 | 0 |
| Transformer-based Multivariate Time Series Anomaly Localization | Jan 15, 2025 | Anomaly DetectionAnomaly Localization | —Unverified | 0 | 0 |
| Transformer-Based Self-Supervised Learning for Emotion Recognition | Apr 8, 2022 | Emotion RecognitionSelf-Supervised Learning | —Unverified | 0 | 0 |
| Transformer-based Time-Series Biomarker Discovery for COPD Diagnosis | Nov 13, 2024 | Time Series | —Unverified | 0 | 0 |
| Time Series (re)sampling using Generative Adversarial Networks | Jan 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Transformer based time series prediction of the maximum power point for solar photovoltaic cells | Sep 24, 2024 | Point TrackingTime Series | —Unverified | 0 | 0 |
| Time Series Representations for Classification Lie Hidden in Pretrained Vision Transformers | Jun 10, 2025 | Time SeriesTime Series Classification | —Unverified | 0 | 0 |
| Human-like Time Series Summaries via Trend Utility Estimation | Jan 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |