Zechun Liu

MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning

Zechun Liu, Haoyuan Mu, Xiangyu Zhang et al. · 2019 · 565 citations

Artificial Intelligence, Convolutional Neural Network, Meta-learning (Computer Science) +13

Single Path One-Shot Neural Architecture Search with Uniform Sampling

Zichao Guo, Xiangyu Zhang, Haoyuan Mu et al. · arXiv (Cornell University) · 2019 · 246 citations · Full text

Artificial Intelligence, Few-shot Learning, Convolutional Neural Network +15

Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning

Zhiqiang Shen, Zechun Liu, Jie Qin et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 141 citations · Full text

Artificial Intelligence, Few-shot Learning, Pre-training +15

Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation

Zechun Liu, Kwang‐Ting Cheng, Dong Huang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 105 citations

Engineering, Machine Learning, Localization +16

Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance

Zechun Liu, Wenhan Luo, Baoyuan Wu et al. · International Journal of Computer Vision · 2019 · 101 citations

Convolutional Neural Network, Machine Vision, Machine Learning +7