Andrey Kuzmin

FP8 Quantization: The Power of the Exponent

Mart van Baalen, Jorn W. T. Peters, Markus Nagel, 2022, NeurIPS.

Multi-frame elastography using a handheld force-controlled ultrasound probe

Brian W. Anthony, Victor Lempitsky, Andrey Kuzmin, 2015, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

FP8 versus INT8 for efficient deep learning inference

Mart van Baalen, Suparna S. Nair, Joseph B. Soriaga, 2023, ArXiv.

FP8 versus INT8 for efficient deep learning inference

Mart van Baalen, Suparna S. Nair, Joseph B. Soriaga, 2023, ArXiv.

Cyclical Pruning for Sparse Neural Networks

Mart van Baalen, Markus Nagel, Tijmen Blankevoort, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Taxonomy and Evaluation of Structured Compression of Convolutional Neural Networks pdf

Markus Nagel, Max Welling, Andrey Kuzmin, 2019, ArXiv.

End-to-End learning of cost-volume aggregation for real-time dense stereo

Victor S. Lempitsky, Andrey Kuzmin, Dmitry Mikushin, 2016, 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP).

Set2Model Networks: Learning Discriminatively To Learn Generative Models

Victor S. Lempitsky, Alexander Vakhitov, Andrey Kuzmin, 2016, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

Internet-Based Image Retrieval Using End-to-End Trained Deep Distributions pdf

Victor S. Lempitsky, Alexander Vakhitov, Andrey Kuzmin, 2016, ArXiv.