Itay Hubara
Publications by Year
Research Areas
Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Neural Networks and Applications, Machine Learning and Data Classification, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1(2016)2,193 cited
- → Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations(2016)1,420 cited
- → Binarized Neural Networks(2016)919 cited
- → MLPerf Inference Benchmark(2020)451 cited
- → Train longer, generalize better: closing the generalization gap in large batch training of neural networks(2017)418 cited
- Expectation Backpropagation: Parameter-Free Training of Multilayer Neural Networks with Continuous or Discrete Weights(2014)
- → Augment Your Batch: Improving Generalization Through Instance Repetition(2020)159 cited
- → Scalable Methods for 8-bit Training of Neural Networks(2018)129 cited