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Time Series

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TitleStatusHype
Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep LearningCode1
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement—0
Evaluation of Missing Data Imputation for Time Series Without Ground Truth—0
Optimal Stochastic Trace Estimation in Generative Modeling—0
Empirical likelihood approach for high-dimensional moment restrictions with dependent dataCode0
Forecasting intermittent time series with Gaussian Processes and Tweedie likelihood—0
BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life PredictionCode3
FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series ForecastingCode2
A Radon-Nikodým Perspective on Anomaly Detection: Theory and Implications—0
Can Multimodal LLMs Perform Time Series Anomaly Detection?Code1
TSKANMixer: Kolmogorov-Arnold Networks with MLP-Mixer Model for Time Series Forecasting—0
AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models—0
Decoding Financial Health in Kenyas' Medical Insurance Sector: A Data-Driven Cluster Analysis—0
Random Projections and Natural Sparsity in Time-Series Classification: A Theoretical Analysis—0
Class-Dependent Perturbation Effects in Evaluating Time Series AttributionsCode0
Time series forecasting based on optimized LLM for fault prediction in distribution power grid insulators—0
ReFocus: Reinforcing Mid-Frequency and Key-Frequency Modeling for Multivariate Time Series ForecastingCode1
TabulaTime: A Novel Multimodal Deep Learning Framework for Advancing Acute Coronary Syndrome Prediction through Environmental and Clinical Data Integration—0
Energy-Efficient Transformer Inference: Optimization Strategies for Time Series Classification—0
Predicting Bad Goods Risk Scores with ARIMA Time Series: A Novel Risk Assessment Approach—0
Time Series Domain Adaptation via Latent Invariant Causal MechanismCode0
Demand Forecasting for Electric Vehicle Charging Stations using Multivariate Time-Series Analysis—0
Deep Time Warping for Multiple Time Series Alignment—0
TimePFN: Effective Multivariate Time Series Forecasting with Synthetic DataCode1
Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning—0
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