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Zhongjie Yu

$χ$SPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains

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Aug 14, 2024
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Characteristic Circuits

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Dec 12, 2023
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HalluAudio: Hallucinating Frequency as Concepts for Few-Shot Audio Classification

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Feb 27, 2023
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Probabilistic Circuits That Know What They Don't Know

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Feb 17, 2023
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Sum-Product-Attention Networks: Leveraging Self-Attention in Probabilistic Circuits

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Sep 14, 2021
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Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression

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Jun 16, 2021
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RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting

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Jun 08, 2021
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Few-Shot Learning for Video Object Detection in a Transfer-Learning Scheme

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Mar 30, 2021
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Looking back to lower-level information in few-shot learning

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May 27, 2020
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TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning

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Dec 19, 2019
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