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Showing 426–450 of 9169 papers

TitleStatusHype
LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization—0
MFRS: A Multi-Frequency Reference Series Approach to Scalable and Accurate Time-Series ForecastingCode0
Towards Efficient Parametric State Estimation in Circulating Fuel Reactors with Shallow Recurrent Decoder NetworksCode0
Data Driven Decision Making with Time Series and Spatio-temporal Data—0
A Time Series Multitask Framework Integrating a Large Language Model, Pre-Trained Time Series Model, and Knowledge Graph—0
Machine learning algorithms to predict stroke in China based on causal inference of time series analysis—0
Personalized Convolutional Dictionary Learning of Physiological Time SeriesCode0
ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks—0
PTMs-TSCIL Pre-Trained Models Based Class-Incremental Learning—0
Enhancing Time Series Forecasting via Logic-Inspired Regularization—0
FinTSBridge: A New Evaluation Suite for Real-world Financial Prediction with Advanced Time Series Models—0
Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA—0
Applied Machine Learning Methods with Long-Short Term Memory Based Recurrent Neural Networks for Multivariate Temperature Prediction—0
BlackGoose Rimer: Harnessing RWKV-7 as a Simple yet Superior Replacement for Transformers in Large-Scale Time Series ModelingCode1
WaveStitch: Flexible and Fast Conditional Time Series Generation with Diffusion ModelsCode0
Fixing the Pitfalls of Probabilistic Time-Series Forecasting Evaluation by Kernel Quadrature—0
GEM: Empowering MLLM for Grounded ECG Understanding with Time Series and ImagesCode3
A Novel Distributed PV Power Forecasting Approach Based on Time-LLM—0
MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series ClassificationCode1
Generating Building-Level Heat Demand Time Series by Combining Occupancy Simulations and Thermal Modeling—0
On reconstructing high derivatives of noisy time-series with confidence intervals—0
TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster—0
TimeFound: A Foundation Model for Time Series Forecasting—0
CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation—0
Coarse graining and reduced order models for plume ejection dynamics—0
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