Oral "multivariate time series" Papers

6 papers found

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Conference

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Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation

Cécile Rousseau, Tobia Boschi, Giandomenico Cornacchia et al.

NEURIPS 2025oralarXiv:2505.17103
2
citations

Structured Temporal Causality for Interpretable Multivariate Time Series Anomaly Detection

Dongchan Cho, Jiho Han, Keumyeong Kang et al.

NEURIPS 2025oralarXiv:2510.16511
1
citations

True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics

Christoph Jürgen Hemmer, Daniel Durstewitz

NEURIPS 2025oralarXiv:2505.13192
8
citations

Wavelet Canonical Coherence for Nonstationary Signals

Haibo Wu, Marina Knight, Keiland Cooper et al.

NEURIPS 2025oralarXiv:2505.14253
1
citations

BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition

Shikai Fang, Qingsong Wen, Yingtao Luo et al.

ICML 2024oralarXiv:2308.14906
14
citations

UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis

Yunhao Zhang, Liu Minghao, Shengyang Zhou et al.

ICML 2024oral