Marcin Pietroń

Methodologies of Compressing a Stable Performance Convolutional Neural Networks in Image Classification

Mo’taz Al-Hami, Marcin Pietroń, R.A. Casas et al. · Neural Processing Letters · 2019 · 24 citations

Computing, Computer Science, Algorithms +11

Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction

Marcin Pietroń, Dominik Żurek, Bartłomiej Śnieżyński · Journal of Computational Science · 2023 · 20 citations

Computing, Computer Science, High-performance Computing +16

From MNIST to ImageNet and back: benchmarking continual curriculum learning

Kamil Faber, Dominik Żurek, Marcin Pietroń et al. · Machine Learning · 2024 · 16 citations · Full text

Computing, Computer Science, Computer Vision +9

Compression of Convolutional Neural Network for Natural Language Processing

Krzysztof Wróbel, Michał Karwatowski, Maciej Wielgosz et al. · Computer Science · 2020 · 14 citations · Full text

Computing, Computer Engineering, Computer Science +17

Toward hybrid platform for evolutionary computations of hard discrete problems

Dominik Żurek, Kamil Piętak, Marcin Pietroń et al. · Procedia Computer Science · 2017 · 13 citations · Full text

Computing, Computer Science, High-performance Computing +17