Nianhui Guo

PhD student, Hasso Plattner Institute

Joined

October 2020

Names

Nianhui Guo (Preferred)

,

Guo Nian Hui

Emails

****@163.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Hasso Plattner Institute (hpi.de)

2021 – 2026

Advisors, Relations & Conflicts

No relations added

Expertise

Binary Neural Network

2019 – Present

Publications

Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket
Nianhui Guo, Joseph Bethge, Christoph Meinel, Haojin Yang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Gradient Matters: Designing Binarized Neural Networks via Enhanced Information-Flow
Qi Wang, Nianhui Guo, Zhitong Xiong, Zeping Yin, Xuelong Li
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Trans. Pattern Anal. Mach. Intell. 2022
- Readers: Everyone
BoolNet: Streamlining Binary Neural Networks Using Binary Feature Maps
Nianhui Guo, Joseph Bethge, Haojin Yang, Kai Zhong, Xuefei Ning, Christoph Meinel, Yu Wang
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
BoolNet: Minimizing The Energy Consumption of Binary Neural Networks
Nianhui Guo, Joseph Bethge, Haojin Yang, Kai Zhong, Xuefei Ning, Christoph Meinel, Yu Wang
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Variational Context-Deformable ConvNets for Indoor Scene Parsing
Zhitong Xiong, Yuan Yuan, Nianhui Guo, Qi Wang
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CVPR 2020
- Readers: Everyone

Co-Authors