Nianhui Guo

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Energy Consumption

Achieving High Accuracy

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Trans. Mach. Learn. Res.

Publications

Nianhui Guo, Joseph Bethge, Hong Guo, Christoph Meinel, Haojin Yang
Towards Optimization-Friendly Binary Neural Network. Trans. Mach. Learn. Res. 2023 (2023)
Qi Wang, Nianhui Guo, Zhitong Xiong, Zeping Yin, Xuelong Li
Gradient Matters: Designing Binarized Neural Networks via Enhanced Information-Flow. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Nianhui Guo, Joseph Bethge, Christoph Meinel, Haojin Yang
Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket. CoRR (2022)
Nianhui Guo, Joseph Bethge, Haojin Yang, Kai Zhong, Xuefei Ning, Christoph Meinel, Yu Wang
BoolNet: Minimizing The Energy Consumption of Binary Neural Networks. CoRR (2021)
Zhitong Xiong, Yuan Yuan, Nianhui Guo, Qi Wang
Variational Context-Deformable ConvNets for Indoor Scene Parsing. CVPR (2020)