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Showing 2026–2050 of 9169 papers

TitleStatusHype
Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework—0
Data-Efficient Sleep Staging with Synthetic Time Series PretrainingCode0
Caformer: Rethinking Time Series Analysis from Causal Perspective—0
Leveraging Non-Decimated Wavelet Packet Features and Transformer Models for Time Series Forecasting—0
Deep Generative Domain Adaptation with Temporal Attention for Cross-User Activity Recognition—0
Cross-user activity recognition via temporal relation optimal transport—0
Deep Generative Domain Adaptation with Temporal Relation Knowledge for Cross-User Activity Recognition—0
Imputation of Counterfactual Outcomes when the Errors are Predictable—0
Supervised Time Series Classification for Anomaly Detection in Subsea Engineering—0
Exploring Challenges in Deep Learning of Single-Station Ground Motion RecordsCode0
CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-TuningCode2
Chronos: Learning the Language of Time SeriesCode7
Spatiotemporal Representation Learning for Short and Long Medical Image Time SeriesCode0
Dataset Condensation for Time Series Classification via Dual Domain MatchingCode1
Data-Driven Tuning Parameter Selection for High-Dimensional Vector Autoregressions—0
Koopman Ensembles for Probabilistic Time Series ForecastingCode0
Grid Monitoring with Synchro-Waveform and AI Foundation Model Technologies—0
Time Series Analysis of Key Societal Events as Reflected in Complex Social Media Data Streams—0
FFAD: A Novel Metric for Assessing Generated Time Series Data Utilizing Fourier Transform and Auto-encoder—0
Probabilistic Forecasting of Real-Time Electricity Market Signals via Interpretable Generative AI—0
Multimodal deep learning approach to predicting neurological recovery from coma after cardiac arrest—0
S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series ForecastingCode2
MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning ProcessCode2
tsGT: Stochastic Time Series Modeling With Transformer—0
What is different between these datasets?—0
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