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Nianhui Guo
Nianhui Guo
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Verified email at HPI.de
Title
Cited by
Cited by
Year
Variational context-deformable convnets for indoor scene parsing
Z Xiong, Y Yuan, N Guo, Q Wang
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
632020
Join the high accuracy club on imagenet with a binary neural network ticket
N Guo, J Bethge, C Meinel, H Yang
arXiv preprint arXiv:2211.12933, 2022
102022
Gradient matters: Designing binarized neural networks via enhanced information-flow
Q Wang, N Guo, Z Xiong, Z Yin, X Li
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), 7551 …, 2021
72021
Boolnet: minimizing the energy consumption of binary neural networks
N Guo, J Bethge, H Yang, K Zhong, X Ning, C Meinel, Y Wang
arXiv preprint arXiv:2106.06991, 2021
72021
BoolNet: Towards Energy-Efficient Binary Neural Networks Design and Optimization
N Guo, J Bethge, H Yang, K Zhong, X Ning, C Meinel, Y Wang
2nd Workshop on Sustainable AI, 2024
2024
Towards Optimization-Friendly Binary Neural Network
N Guo, J Bethge, H Guo, C Meinel, H Yang
Transactions on Machine Learning Research, 2023
2023
Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs
H Guo, Nianhui and Bethge, Joseph and Hu, Ting and Meinel, Christoph and Yang
https://github.com/GreenBitAI/low_bit_llama, 2023
2023
BoolNet: Streamlining Binary Neural Networks Using Binary Feature Maps
N Guo, J Bethge, H Yang, K Zhong, X Ning, C Meinel, Y Wang
2021
Variational Context-Deformable ConvNets for Indoor Scene Parsing Supplementary Material
Z Xiong, Y Yuan, N Guo, Q Wang
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