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Sum-Product-Attention Networks: Leveraging Self-Attention in Probabilistic Circuits


Sep 14, 2021
Zhongjie Yu, Devendra Singh Dhami, Kristian Kersting

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Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression


Jun 16, 2021
Zhongjie Yu, Mingye Zhu, Martin Trapp, Arseny Skryagin, Kristian Kersting

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* Accepted for the 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) 

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RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting


Jun 08, 2021
Nils Thoma, Zhongjie Yu, Fabrizio Ventola, Kristian Kersting

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Few-Shot Learning for Video Object Detection in a Transfer-Learning Scheme


Mar 30, 2021
Zhongjie Yu, Gaoang Wang, Lin Chen, Sebastian Raschka, Jiebo Luo

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Looking back to lower-level information in few-shot learning


May 27, 2020
Zhongjie Yu, Sebastian Raschka

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* 13 pages, 2 figures 

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TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning


Dec 19, 2019
Zhongjie Yu, Lin Chen, Zhongwei Cheng, Jiebo Luo

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