NeurIPS Poster "time series forecasting" Papers

6 papers found

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DecompNet: Enhancing Time Series Forecasting Models with Implicit Decomposition

Donghao Luo, Xue Wang

NeurIPS 2025poster

Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective

Xingjian Wu, Xiangfei Qiu, Hanyin Cheng et al.

NeurIPS 2025posterarXiv:2510.14510
9
citations

Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting

ChengAo Shen, Wenchao Yu, Ziming Zhao et al.

NeurIPS 2025posterarXiv:2505.24003
5
citations

This Time is Different: An Observability Perspective on Time Series Foundation Models

Ben Cohen, Emaad Khwaja, Youssef Doubli et al.

NeurIPS 2025posterarXiv:2505.14766
11
citations

TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning

Andreas Auer, Patrick Podest, Daniel Klotz et al.

NeurIPS 2025posterarXiv:2505.23719
31
citations

TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster

Kanghui Ning, Zijie Pan, Yu Liu et al.

NeurIPS 2025posterarXiv:2503.07649
11
citations