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Time Series

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Showing 2001–2025 of 9169 papers

TitleStatusHype
Cross-Domain Pre-training with Language Models for Transferable Time Series RepresentationsCode2
Advancing Time Series Classification with Multimodal Language ModelingCode2
Automated Contrastive Learning Strategy Search for Time Series—0
Decoding Multilingual Topic Dynamics and Trend Identification through ARIMA Time Series Analysis on Social Networks: A Novel Data Translation Framework Enhanced by LDA/HDP Models—0
Light Curve Classification with DistClassiPy: a new distance-based classifierCode1
Approximation of RKHS Functionals by Neural Networks—0
Time Series Compression using Quaternion Valued Neural Networks and Quaternion Backpropagation—0
Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation—0
Analyzing the Variations in Emergency Department Boarding and Testing the Transferability of Forecasting Models across COVID-19 Pandemic Waves in Hong Kong: Hybrid CNN-LSTM approach to quantifying building-level socioecological risk—0
Is Mamba Effective for Time Series Forecasting?Code3
Enhancing Bandwidth Efficiency for Video Motion Transfer Applications using Deep Learning Based Keypoint Prediction—0
From Pixels to Predictions: Spectrogram and Vision Transformer for Better Time Series Forecasting—0
Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series—0
Advancing multivariate time series similarity assessment: an integrated computational approach—0
Time Series Representation Learning with Supervised Contrastive Temporal TransformerCode0
Chain-structured neural architecture search for financial time series forecasting—0
Rough Transformers for Continuous and Efficient Time-Series Modelling—0
From Chaos to Clarity: Time Series Anomaly Detection in Astronomical ObservationsCode0
Self-Supervised Learning for Time Series: Contrastive or Generative?Code1
Towards Diverse Perspective Learning with Selection over Multiple Temporal PoolingsCode0
TimeMachine: A Time Series is Worth 4 Mambas for Long-term ForecastingCode3
Cloud gap-filling with deep learning for improved grassland monitoringCode1
MCformer: Multivariate Time Series Forecasting with Mixed-Channels Transformer—0
Data-Efficient Sleep Staging with Synthetic Time Series PretrainingCode0
Mean-Field Microcanonical Gradient DescentCode0
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