Spatial Knowledge-Infused Hierarchical Learning: An Application in Flood Mapping on Earth Imagery

Author:

Xu Zelin1ORCID,Xiao Tingsong1ORCID,He Wenchong1ORCID,Wang Yu1ORCID,Jiang Zhe1ORCID

Affiliation:

1. University of Florida, Gainesville, Florida, United States

Funder

National Science Foundation

National Oceanic and Atmospheric Administration

Publisher

ACM

Reference37 articles.

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2. Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic

3. Wang-Zhou Dai, Qiuling Xu, Yang Yu, and Zhi-Hua Zhou. 2019. Bridging machine learning and logical reasoning by abductive learning. Advances in Neural Information Processing Systems 32 (2019).

4. Semantic-based regularization for learning and inference

5. Logic Tensor Networks for Semantic Image Interpretation

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1. Deep Learning for Spatiotemporal Big Data: Opportunities and Challenges [Vision Paper];2023 IEEE International Conference on Big Data (BigData);2023-12-15

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