AAAI 2026technical0 citations
SWIFT：A General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening
Zeyu Xia, Chenxi Sun, Tianyu Xin, Yubo Zeng, Haoyu Chen, Liang-Jian Deng
Abstract
Although deep learning-based methods have achieved promising performance in Pansharpening, they generally suffer from severe performance degradation when applied to data from unseen sensors. Existing cross-domain strategies, including retraining, fine-tuning, and zero-shot methods, fail to simultaneously preserve model architecture and maintain low adaptation costs. Therefore, we are the first to define and address a novel task in the pansharpening field: enhancing a model
BibTeX
@inproceedings{aaai2026_swiftageneralsen,
title = {SWIFT：A General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening},
author = {Zeyu Xia and Chenxi Sun and Tianyu Xin and Yubo Zeng and Haoyu Chen and Liang-Jian Deng},
booktitle = {AAAI 2026},
year = {2026}
}