Chenghui Zhou

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Infrared Sensors

Exponential Smoothing

Cardiac Surgery

Top Venues

Int. J. Medical Informatics

Publications

Qian Li, Hong Lv, Yuye Chen, Jingjia Shen, Jia Shi, Chenghui Zhou, Fuxia Yan
Development and validation of a machine learning prediction model for perioperative red blood cell transfusions in cardiac surgery. Int. J. Medical Informatics 184 (2024)
Chenghui Zhou, Barnabás Póczos
Objective-Agnostic Enhancement of Molecule Properties via Multi-Stage VAE. CoRR (2023)
Frederic Koehler, Viraj Mehta, Chenghui Zhou, Andrej Risteski
Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias. ICLR (2022)
Chenghui Zhou, Barnabás Póczos
Improving Molecule Properties Through 2-Stage VAE. CoRR (2022)
Chenghui Zhou, Chun-Liang Li, Barnabás Póczos
Unsupervised program synthesis for images by sampling without replacement. UAI (2021)
Frederic Koehler, Viraj Mehta, Andrej Risteski, Chenghui Zhou
Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias. CoRR (2021)
Chenghui Zhou, Xiaolei Chen, Pei Sun, Guanwen Zhang, Wei Zhou
Compressed Video Action Recognition Using Motion Vector Representation. ICPR Workshops (1) (2020)
Chenghui Zhou, Chun-Liang Li, Barnabás Póczos
Unsupervised Program Synthesis for Images using Tree-Structured LSTM. CoRR (2020)
Robin Schmucker, Chenghui Zhou, Manuela Veloso
Multimodal Movement Activity Recognition Using a Robot's Proprioceptive Sensors. RoboCup (2018)
Michiel de Jong, Kevin Zhang, Aaron M. Roth, Travers Rhodes, Robin Schmucker, Chenghui Zhou, Sofia Ferreira, João Cartucho, Manuela M. Veloso
Towards a Robust Interactive and Learning Social Robot. AAMAS (2018)
Chenghui Zhou, Borja Balle, Joelle Pineau
Learning time series models for pedestrian motion prediction. ICRA (2016)