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Zhe Jiang

EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery

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Apr 27, 2024
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SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models

Feb 05, 2024
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XTSFormer: Cross-Temporal-Scale Transformer for Irregular Time Event Prediction

Feb 03, 2024
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Post-Training Quantization for Re-parameterization via Coarse & Fine Weight Splitting

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Dec 17, 2023
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Morphological Profiling for Drug Discovery in the Era of Deep Learning

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Dec 13, 2023
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Spatial Knowledge-Infused Hierarchical Learning: An Application in Flood Mapping on Earth Imagery

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Dec 12, 2023
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A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space

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Nov 08, 2023
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Uncertainty Quantification of Deep Learning for Spatiotemporal Data: Challenges and Opportunities

Nov 04, 2023
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Deep Learning for Spatiotemporal Big Data: A Vision on Opportunities and Challenges

Oct 30, 2023
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A Survey on Uncertainty Quantification Methods for Deep Neural Networks: An Uncertainty Source Perspective

Mar 03, 2023
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