2025 Poster "time series forecasting" Papers

8 papers found

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Can LLMs Understand Time Series Anomalies?

Zihao Zhou, Rose Yu

ICLR 2025posterarXiv:2410.05440
32
citations

Density estimation with LLMs: a geometric investigation of in-context learning trajectories

Toni Liu, Nicolas Boulle, Raphaël Sarfati et al.

ICLR 2025posterarXiv:2410.05218
2
citations

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

Locally Connected Echo State Networks for Time Series Forecasting

Filip Matzner, František Mráz

ICLR 2025poster
1
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

Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts

Xiaoming Shi, Shiyu Wang, Yuqi Nie et al.

ICLR 2025posterarXiv:2409.16040
178
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