Search Results for author: Zelin Li

Found 3 papers, 3 papers with code

Self-Supervised Learning for Building Damage Assessment from Large-scale xBD Satellite Imagery Benchmark Datasets

1 code implementation31 May 2022 Zaishuo Xia, Zelin Li, Yanbing Bai, Jinze Yu, Bruno Adriano

In the field of post-disaster assessment, for timely and accurate rescue and localization after a disaster, people need to know the location of damaged buildings.

Self-Supervised Learning

Source Free Unsupervised Graph Domain Adaptation

1 code implementation2 Dec 2021 Haitao Mao, Lun Du, Yujia Zheng, Qiang Fu, Zelin Li, Xu Chen, Shi Han, Dongmei Zhang

To address the non-trivial adaptation challenges in this practical scenario, we propose a model-agnostic algorithm called SOGA for domain adaptation to fully exploit the discriminative ability of the source model while preserving the consistency of structural proximity on the target graph.

Domain Adaptation Node Classification

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