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Showing 76–100 of 9169 papers

TitleStatusHype
TSRating: Rating Quality of Diverse Time Series Data by Meta-learning from LLM Judgment—0
The Promise of Spiking Neural Networks for Ubiquitous Computing: A Survey and New Perspectives—0
Trojan Horse Hunt in Time Series Forecasting for Space Operations—0
TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal DiscoveryCode1
Explainable-AI powered stock price prediction using time series transformers: A Case Study on BIST100—0
Revisiting LLMs as Zero-Shot Time-Series Forecasters: Small Noise Can Break Large ModelsCode0
A Family of Robust Generalized Adaptive Filters and Application for Time-series Prediction—0
Machine-learning Growth at Risk—0
Channel-Imposed Fusion: A Simple yet Effective Method for Medical Time Series Classification—0
Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series—0
Can Slow-thinking LLMs Reason Over Time? Empirical Studies in Time Series ForecastingCode1
Timing is Important: Risk-aware Fund Allocation based on Time-Series ForecastingCode1
Binary Cumulative Encoding meets Time Series Forecasting—0
Non-collective Calibrating Strategy for Time Series ForecastingCode0
Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting—0
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis?—0
FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series ClassificationCode1
K^2VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series ForecastingCode1
TimePoint: Accelerated Time Series Alignment via Self-Supervised Keypoint and Descriptor LearningCode1
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context LearningCode3
Improving Time Series Forecasting via Instance-aware Post-hoc Revision—0
Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning—0
CrossLinear: Plug-and-Play Cross-Correlation Embedding for Time Series Forecasting with Exogenous VariablesCode1
Trajectory Generator Matching for Time Series—0
Towards Explainable Sequential Learning—0
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