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09/18/2023
Discovery and inference of a causal network with hidden confounding
This article proposes a novel causal discovery and inference method call...
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03/23/2023
ENVIDR: Implicit Differentiable Renderer with Neural Environment Lighting
Recent advances in neural rendering have shown great potential for recon...
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02/07/2023
Nonlinear Causal Discovery with Confounders
This article introduces a causal discovery method to learn nonlinear rel...
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11/18/2022
Data-Adaptive Discriminative Feature Localization with Statistically Guaranteed Interpretation
In explainable artificial intelligence, discriminative feature localizat...
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09/19/2022
Inference of nonlinear causal effects with GWAS summary data
Large-scale genome-wide association studies (GWAS) have offered an excit...
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06/27/2022
RankSEG: A Consistent Ranking-based Framework for Segmentation
Segmentation has emerged as a fundamental field of computer vision and n...
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10/07/2021