Qinghao Hu

Two-Step Quantization for Low-bit Neural Networks

Peisong Wang, Qinghao Hu, Yifan Zhang et al. · 2018 · 138 citations

Engineering, Quantum Computing, Machine Learning +8

Quantized CNN: A Unified Approach to Accelerate and Compress Convolutional Networks

Jian Cheng, Jiaxiang Wu, Cong Leng et al. · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 125 citations

From Hashing to CNNs: Training Binary Weight Networks via Hashing

Qinghao Hu, Peisong Wang, Jian Cheng · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 74 citations · Full text

Convolutional Neural Network, Machine Vision, Machine Learning +15

Pseudo Label based Unsupervised Deep Discriminative Hashing for Image Retrieval

Qinghao Hu, Jiaxiang Wu, Jian Cheng et al. · 2017 · 51 citations

Engineering, Machine Learning, Image Retrieval +16

From Hashing to CNNs: Training BinaryWeight Networks via Hashing

Qinghao Hu, Peisong Wang, Jian Cheng · arXiv (Cornell University) · 2018 · 41 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16