Zhongjie Yu

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 13

Top Topics

Spatial And Temporal

Delay Insensitive

Bayesian Modeling

Tracking Of Multiple Objects

Top Venues

Publications

Fabrizio Ventola, Steven Braun, Zhongjie Yu, Martin Mundt, Kristian Kersting
Probabilistic Circuits That Know What They Don't Know. CoRR (2023)
Zhongjie Yu, Martin Trapp, Kristian Kersting
Characteristic Circuits. NeurIPS (2023)
Fabrizio Ventola, Steven Braun, Zhongjie Yu, Martin Mundt, Kristian Kersting
Probabilistic circuits that know what they don't know. UAI (2023)
Zhongjie Yu, Martin Trapp, Kristian Kersting
Characteristic Circuits. CoRR (2023)
Zhongjie Yu, Fabrizio Ventola, Nils Thoma, Devendra Singh Dhami, Martin Mundt, Kristian Kersting
Predictive Whittle networks for time series. UAI (2022)
Zhongjie Yu, Mingye Zhu, Martin Trapp, Arseny Skryagin, Kristian Kersting
Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression. CoRR (2021)
Nils Thoma, Zhongjie Yu, Fabrizio Ventola, Kristian Kersting
RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting. CoRR (2021)
Zhongjie Yu, Mingye Zhu, Martin Trapp, Arseny Skryagin, Kristian Kersting
Leveraging probabilistic circuits for nonparametric multi-output regression. UAI (2021)
Zhongjie Yu, Devendra Singh Dhami, Kristian Kersting
Sum-Product-Attention Networks: Leveraging Self-Attention in Probabilistic Circuits. CoRR (2021)
Zhongjie Yu, Fabrizio G. Ventola, Kristian Kersting
Whittle Networks: A Deep Likelihood Model for Time Series. ICML (2021)
Xiaoting Shao, Zhongjie Yu, Arseny Skryagin, Tjitze Rienstra, Matthias Thimm, Kristian Kersting
Modelling Multivariate Ranking Functions with Min-Sum Networks. SUM (2020)
Margret Keuper, Siyu Tang, Zhongjie Yu, Bjoern Andres, Thomas Brox, Bernt Schiele
A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects. CoRR (2016)
Wei Liu, Haoyang Xue, Zhongjie Yu, Qiang Wu, Jie Yang
RGB-D depth-map restoration using smooth depth neighborhood supports. J. Electronic Imaging 24 (3) (2015)
Zhongjie Yu, Chen Gong, Jie Yang, Li Bai
Pedestrian counting based on spatial and temporal analysis. ICIP (2014)