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Showing 1126–1150 of 9169 papers

TitleStatusHype
Timer-XL: Long-Context Transformers for Unified Time Series ForecastingCode4
Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data—0
TimeCNN: Refining Cross-Variable Interaction on Time Point for Time Series Forecasting—0
Transition of α-mixing in Random Iterations with Applications in Queuing Theory—0
TimeBridge: Non-Stationarity Matters for Long-term Time Series ForecastingCode2
Applying Quantum Autoencoders for Time Series Anomaly Detection—0
Beyond Forecasting: Compositional Time Series Reasoning for End-to-End Task Execution—0
A new GARCH model with a deterministic time-varying intercept—0
Local Attention Mechanism: Boosting the Transformer Architecture for Long-Sequence Time Series ForecastingCode0
GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep LearningCode0
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model—0
Metadata Matters for Time Series: Informative Forecasting with Transformers—0
Forest Proximities for Time Series—0
Resource-aware Mixed-precision Quantization for Enhancing Deployability of Transformers for Time-series Forecasting on Embedded FPGAs—0
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting—0
SDA-GRIN for Adaptive Spatial-Temporal Multivariate Time Series ImputationCode0
Autoregressive Moving-average Attention Mechanism for Time Series ForecastingCode1
Repurposing Foundation Model for Generalizable Medical Time Series Classification—0
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting—0
TrajGPT: Irregular Time-Series Representation Learning for Health Trajectory Analysis—0
BACKTIME: Backdoor Attacks on Multivariate Time Series ForecastingCode1
Embedded Topic Models Enhanced by Wikification—0
Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement—0
Learning K-U-Net with constant complexity: An Application to time series forecasting—0
Deep Koopman-layered Model with Universal Property Based on Toeplitz Matrices—0
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