Search Results for author: Yanbing Bai

Found 4 papers, 2 papers with code

Flood Data Analysis on SpaceNet 8 Using Apache Sedona

no code implementations28 Apr 2024 Yanbing Bai, Zihao Yang, Jinze Yu, Rui-Yang Ju, Bin Yang, Erick Mas, Shunichi Koshimura

This platform aims to enhance the efficiency of error analysis, a critical aspect of improving flood damage detection accuracy.

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

DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning

1 code implementation18 Apr 2022 Chengcheng Guo, Bo Zhao, Yanbing Bai

Coreset selection, which aims to select a subset of the most informative training samples, is a long-standing learning problem that can benefit many downstream tasks such as data-efficient learning, continual learning, neural architecture search, active learning, etc.

Active Learning Continual Learning +1

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