Search Results for author: Xudong Ren

Found 2 papers, 2 papers with code

CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning

2 code implementations12 Mar 2024 Peiyuan Liu, Hang Guo, Tao Dai, Naiqi Li, Jigang Bao, Xudong Ren, Yong Jiang, Shu-Tao Xia

Unlike existing methods that focus on training models from a single modal of time series input, large language models (LLMs) based MTSF methods with cross-modal text and time series input have recently shown great superiority, especially with limited temporal data.

Knowledge Distillation Multivariate Time Series Forecasting +2

MambaIR: A Simple Baseline for Image Restoration with State-Space Model

1 code implementation23 Feb 2024 Hang Guo, Jinmin Li, Tao Dai, Zhihao Ouyang, Xudong Ren, Shu-Tao Xia

In this way, our MambaIR takes advantage of the local pixel similarity and reduces the channel redundancy.

Image Restoration

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