Shidong Chen — accepted AI-conference papers

2025

AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting

Kenghong Lin, Baoquan Zhang, Demin Yu, Wenzhi Feng, Shidong Chen, Feifan Gao +2

CVPR 2025poster

Precipitation nowcasting involves using current radar observation sequences to predict future radar sequences and determine future precipitation distribution, which is crucial for disaster warning, traffic planning, and agricultural production. Despite numerous advancements, challenges persist in ac…

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2025

Sensitivity-Aware Efficient Fine-Tuning via Compact Dynamic-Rank Adaptation

Tianran Chen, Jiarui Chen, Baoquan Zhang, Zhehao Yu, Shidong Chen, Rui Ye +2

CVPR 2025poster

Parameter-Efficient Fine-Tuning (PEFT) is a fundamental research problem in computer vision, which aims to tune a few of parameters for efficient storage and adaptation of pre-trained vision models. Recently, sensitivity-aware parameter efficient fine-tuning method (SPT) addresses this problem by id…

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