Riptide: Fast End-to-End Binarized Neural Networks

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2015 · 18.8K citations

Computing, Computer Science, Artificial Intelligence +11

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size

Forrest Iandola, Song Han, Matthew W. Moskewicz et al. · arXiv (Cornell University) · 2016 · 5.9K citations · Full text

Computing, Computer Engineering, Computer Science +11

Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

Matthieu Courbariaux, Itay Hubara, Daniel Soudry et al. · arXiv (Cornell University) · 2016 · 2.2K citations · Full text

Computing, Computer Engineering, Computer Science +16

DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients

Shuchang Zhou, Yuxin Wu, Zekun Ni et al. · arXiv (Cornell University) · 2016 · 1.8K citations · Full text

Computing, Computer Engineering, Computer Science +13