Yiwen Guo

Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights

Aojun Zhou, Anbang Yao, Yiwen Guo et al. · arXiv (Cornell University) · 2017 · 491 citations · Full text

Data Augmentation, Convolutional Neural Network, Image Analysis +14

Dynamic Network Surgery for Efficient DNNs

Yiwen Guo, Anbang Yao, Yurong Chen · arXiv (Cornell University) · 2016 · 140 citations · Full text

Convolutional Neural Network, Graph Neural Network, Engineering +13

Adjusting the imbalance ratio by the dimensionality of imbalanced data

Rui Zhu, Yiwen Guo, Jing‐Hao Xue · Pattern Recognition Letters · 2020 · 100 citations · Full text

Imbalance Ratio, Engineering, Data Science +4

Network Sketching: Exploiting Binary Structure in Deep CNNs

Yiwen Guo, Anbang Yao, Hao Zhao et al. · 2017 · 83 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation

Hao Zhao, Ming Lu, Anbang Yao et al. · 2017 · 79 citations

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +23