Mart van Baalen

Bayesian Bits: Unifying Quantization and Pruning

Mart van Baalen, Christos Louizos, Markus Nagel et al. · arXiv (Cornell University) · 2020 · 77 citations · Full text

Engineering, Machine Learning, Hardware Algorithm +16

Up or Down? Adaptive Rounding for Post-Training Quantization

Markus Nagel, Rana Ali Amjad, Mart van Baalen et al. · arXiv (Cornell University) · 2020 · 55 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Data-Free Quantization Through Weight Equalization and Bias Correction

Markus Nagel, Mart van Baalen, Tijmen Blankevoort et al. · 2019 · 48 citations · Full text

Convolutional Neural Network, Quantization Accuracy Performance, Engineering +18

FP8 versus INT8 for efficient deep learning inference

Mart van Baalen, Andrey N. Kuzmin, Suparna S Nair et al. · arXiv (Cornell University) · 2023 · 24 citations · Full text

Deep Learning World, Convolutional Neural Network, Machine Vision +15

Pruning vs Quantization: Which is Better?

Andrey N. Kuzmin, Markus Nagel, Mart van Baalen et al. · arXiv (Cornell University) · 2023 · 23 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16