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Showing 151–200 of 9169 papers

TitleStatusHype
Enhancing Channel-Independent Time Series Forecasting via Cross-Variate Patch Embedding—0
Time series saliency maps: explaining models across multiple domainsCode1
Temporal Query Network for Efficient Multivariate Time Series ForecastingCode2
Level Generation with Quantum Reservoir Computing—0
TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering AgentsCode1
True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics—0
Enhancing LLMs for Time Series Forecasting via Structure-Guided Cross-Modal Alignment—0
TSPulse: Dual Space Tiny Pre-Trained Models for Rapid Time-Series Analysis—0
Alternators With Noise Models—0
Multi-Order Wavelet Derivative Transform for Deep Time Series Forecasting—0
Joint Manifold Learning and Optimal Transport for Dynamic ImagingCode0
Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time Series—0
Foundation Time-Series AI Model for Realized Volatility Forecasting—0
Heart2Mind: Human-Centered Contestable Psychiatric Disorder Diagnosis System using Wearable ECG MonitorsCode0
Beyond Time: Cross-Dimensional Frequency Supervision for Time Series Forecasting—0
Nearest Neighbor Multivariate Time Series Forecasting—0
Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning—0
Anomaly Detection for Non-stationary Time Series using Recurrent Wavelet Probabilistic Neural Network—0
Effective Probabilistic Time Series Forecasting with Fourier Adaptive Noise-Separated Diffusion—0
Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline—0
A Set-Sequence Model for Time Series—0
Inferring the Most Similar Variable-length Subsequences between Multidimensional Time Series—0
Logo-LLM: Local and Global Modeling with Large Language Models for Time Series ForecastingCode7
ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing DataCode0
Context-Aware Probabilistic Modeling with LLM for Multimodal Time Series Forecasting—0
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained DevicesCode0
LibIQ: Toward Real-Time Spectrum Classification in O-RAN dAppsCode0
Topology-driven identification of repetitions in multi-variate time seriesCode0
ChronoSteer: Bridging Large Language Model and Time Series Foundation Model via Synthetic Data—0
Does Scaling Law Apply in Time Series Forecasting?—0
TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain AdaptationCode0
Informed Forecasting: Leveraging Auxiliary Knowledge to Boost LLM Performance on Time Series Forecasting—0
Evaluating Simplification Algorithms for Interpretability of Time Series Classification—0
Implet: A Post-hoc Subsequence Explainer for Time Series ModelsCode0
Diffusion-assisted Model Predictive Control Optimization for Power System Real-Time Operation—0
A Multi-scale Representation Learning Framework for Long-Term Time Series Forecasting—0
SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models—0
TiMo: Spatiotemporal Foundation Model for Satellite Image Time SeriesCode1
Foundation Models Knowledge Distillation For Battery Capacity Degradation ForecastCode1
Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting ModelCode0
DELPHYNE: A Pre-Trained Model for General and Financial Time Series—0
Revisiting the Excess Volatility Puzzle Through the Lens of the Chiarella Model—0
A Comparative Study of Transformer-Based Models for Multi-Horizon Blood Glucose PredictionCode0
FCPCA: Fuzzy clustering of high-dimensional time series based on common principal component analysisCode0
OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed DomainCode3
Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism—0
4TaStiC: Time and trend traveling time series clustering for classifying long-term type 2 diabetes patients—0
Copula Analysis of Risk: A Multivariate Risk Analysis for VaR and CoVaR using Copulas and DCC-GARCHCode0
Enhancing Time Series Forecasting via a Parallel Hybridization of ARIMA and Polynomial Classifiers—0
NewsNet-SDF: Stochastic Discount Factor Estimation with Pretrained Language Model News Embeddings via Adversarial Networks—0
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