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Showing 1201–1250 of 9169 papers

TitleStatusHype
The Credibility Transformer—0
Pre-Finetuning with Impact Duration Awareness for Stock Movement Prediction—0
Sparsity, Regularization and Causality in Agricultural Yield: The Case of Paddy Rice in Peru—0
Domain-Independent Automatic Generation of Descriptive Texts for Time-Series Data—0
EMIT- Event-Based Masked Auto Encoding for Irregular Time SeriesCode0
ECG-Image-Database: A Dataset of ECG Images with Real-World Imaging and Scanning Artifacts; A Foundation for Computerized ECG Image Digitization and AnalysisCode2
Optimal starting point for time series forecastingCode0
Quantifying wave propagation in a chain of FitzHugh-Nagumo neurons—0
Generative AI-driven forecasting of oil production—0
Transformer based time series prediction of the maximum power point for solar photovoltaic cells—0
Transfer learning for financial data predictions: a systematic review—0
Zero-shot forecasting of chaotic systemsCode4
Double-Path Adaptive-correlation Spatial-Temporal Inverted Transformer for Stock Time Series Forecasting—0
TSFeatLIME: An Online User Study in Enhancing Explainability in Univariate Time Series ForecastingCode0
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of ExpertsCode4
Identifying Elasticities in Autocorrelated Time Series Using Causal GraphsCode0
MotifDisco: Motif Causal Discovery For Time Series Motifs—0
TFT-multi: simultaneous forecasting of vital sign trajectories in the ICUCode0
Adaptive Conformal Inference for Multi-Step Ahead Time-Series Forecasting Online—0
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast—0
TS-HTFA: Advancing Time Series Forecasting via Hierarchical Text-Free Alignment with Large Language Models—0
Transforming Multidimensional Time Series into Interpretable Event Sequences for Advanced Data Mining—0
Implicit Dynamical Flow Fusion (IDFF) for Generative ModelingCode0
ReFine: Boosting Time Series Prediction of Extreme Events by Reweighting and Fine-tuningCode0
ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series GenerationCode1
Enhancing Multivariate Time Series-based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive LearningCode0
Test Time Learning for Time Series Forecasting—0
The FIX Benchmark: Extracting Features Interpretable to eXpertsCode0
Tackling fluffy clouds: field boundaries detection using time series of S2 and/or S1 imageryCode0
Towards Unbiased Evaluation of Time-series Anomaly DetectorCode0
Exploring Representations and Interventions in Time Series Foundation Models—0
METDrive: Multi-modal End-to-end Autonomous Driving with Temporal Guidance—0
Fine-Tuning a Time Series Foundation Model with Wasserstein LossCode0
Self-Supervised Pre-training Tasks for an fMRI Time-series Transformer in Autism DetectionCode0
Recurrent Interpolants for Probabilistic Time Series Prediction—0
User-friendly Foundation Model Adapters for Multivariate Time Series Classification—0
Value of Information in the Mean-Square Case and its Application to the Analysis of Financial Time-Series Forecast—0
Time-Series Forecasting, Knowledge Distillation, and Refinement within a Multimodal PDE Foundation ModelCode0
Beyond LoRA: Exploring Efficient Fine-Tuning Techniques for Time Series Foundational Models—0
D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding—0
Optimizing TinyML: The Impact of Reduced Data Acquisition Rates for Time Series Classification on Microcontrollers—0
Implicit Reasoning in Deep Time Series Forecasting—0
Latent mixed-effect models for high-dimensional longitudinal data—0
Towards Time Series Reasoning with LLMs—0
Machine listening in a neonatal intensive care unit—0
AALF: Almost Always Linear ForecastingCode0
Spatiotemporal Covariance Neural NetworksCode0
TCDformer-based Momentum Transfer Model for Long-term Sports Prediction—0
Mining of Switching Sparse Networks for Missing Value Imputation in Multivariate Time SeriesCode0
COSCO: A Sharpness-Aware Training Framework for Few-shot Multivariate Time Series ClassificationCode0
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