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Showing 226–250 of 9169 papers

TitleStatusHype
T2S: High-resolution Time Series Generation with Text-to-Series Diffusion ModelsCode2
SCFormer: Structured Channel-wise Transformer with Cumulative Historical State for Multivariate Time Series ForecastingCode0
Learning the Simplest Neural ODE—0
Ranked differences Pearson correlation dissimilarity with an application to electricity users time series clustering—0
Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge DistillationCode2
CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series ForecastingCode1
Lightweight Defense Against Adversarial Attacks in Time Series ClassificationCode0
Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments—0
Enhanced Prediction Model for Time Series Characterized by GARCH via Interval Type-2 Fuzzy Inference System—0
Not Every Tree Is a Forest: Benchmarking Forest Types from Satellite Remote Sensing—0
Dual-Forecaster: A Multimodal Time Series Model Integrating Descriptive and Predictive Texts—0
IntrinsicTimescales.jl: A Julia package to estimate intrinsic (neural) timescales (INTs) from time-series data—0
FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection—0
Feature Optimization for Time Series Forecasting via Novel Randomized Uphill Climbing—0
Predicting the Price of Gold in the Financial Markets Using Hybrid Models—0
Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System—0
A-DARTS: Stable Model Selection for Data Repair in Time SeriesCode0
Unlocking the Potential of Linear Networks for Irregular Multivariate Time Series Forecasting—0
A Time-Series Data Augmentation Model through Diffusion and Transformer Integration—0
Gateformer: Advancing Multivariate Time Series Forecasting through Temporal and Variate-Wise Attention with Gated RepresentationsCode1
CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series—0
Temporal Attention Evolutional Graph Convolutional Network for Multivariate Time Series Forecasting—0
Probabilistic Time Series Forecasting of Residential Loads -- A Copula Approach—0
Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series—0
Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders—0
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