Search Results for author: Xinyang Pu

Found 2 papers, 1 papers with code

Low-Rank Adaption on Transformer-based Oriented Object Detector for Satellite Onboard Processing of Remote Sensing Images

no code implementations4 Jun 2024 Xinyang Pu, Feng Xu

The proposed method combines parameter-efficient fine-tuning with full fine-tuning in the parameter update strategy of the oriented object detection algorithm architecture.

ClassWise-SAM-Adapter: Parameter Efficient Fine-tuning Adapts Segment Anything to SAR Domain for Semantic Segmentation

1 code implementation4 Jan 2024 Xinyang Pu, Hecheng Jia, Linghao Zheng, Feng Wang, Feng Xu

Compared to conventional state-of-the-art semantic segmentation algorithms by extensive experiments, CWSAM showcases enhanced performance with fewer computing resources, highlighting the potential of leveraging foundational models like SAM for specific downstream tasks in the SAR domain.

Decoder Segmentation +1

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