Elad Hoffer

Train longer, generalize better: closing the generalization gap in large batch training of neural networks

Elad Hoffer, Itay Hubara, Daniel Soudry · arXiv (Cornell University) · 2017 · 418 citations · Full text

Artificial Intelligence, Large Ai Model, Engineering +15

Train longer, generalize better: closing the generalization gap in large batch training of neural networks

Elad Hoffer, Itay Hubara, Daniel Soudry · Neural Information Processing Systems · 2017 · 177 citations

Artificial Intelligence, Engineering, Machine Learning +16

Augment Your Batch: Improving Generalization Through Instance Repetition

Elad Hoffer, Tal Ben‐Nun, Itay Hubara et al. · 2020 · 157 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Multiple Instance Learning +19

Scalable Methods for 8-bit Training of Neural Networks

Ron Banner, Itay Hubara, Elad Hoffer et al. · arXiv (Cornell University) · 2018 · 129 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +14

Post-training 4-bit quantization of convolution networks for rapid-deployment

Ron Banner, Yury Nahshan, Elad Hoffer et al. · arXiv (Cornell University) · 2018 · 125 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +11