Emil Benedykciuk

According to our database, Emil Benedykciuk authored at least 7 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Efficient Search of Implantable Adaptive Cells for Medical Image Segmentation.

Emil Benedykciuk, Marcin Denkowski, Grzegorz M. Wójcik

CoRR, April, 2026

Differentiable Neural Architecture Search for medical image segmentation: A systematic review and field audit.

Emil Benedykciuk, Marcin Denkowski, Grzegorz M. Wójcik

Comput. Medical Imaging Graph., 2026

Implantable Adaptive Cells in U-Net Skip Connections: Low-Compute Retrofit for Medical Segmentation.

Emil Benedykciuk, Marcin Denkowski, Grzegorz M. Wójcik

IEEE Access, 2026

2024

Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped network.

Emil Benedykciuk, Marcin Denkowski, Grzegorz M. Wójcik

CoRR, 2024

2021

Material classification in X-ray images based on multi-scale CNN.

Emil Benedykciuk, Marcin Denkowski, Krzysztof Dmitruk

Signal Image Video Process., 2021

The Method for Adaptive Material Classification and Pseudo-Coloring of the Baggage X-Ray Images.

Krzysztof Dmitruk, Marcin Denkowski, Pawel Mikolajczak, Emil Benedykciuk

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

Learning-based Material Classification in X-ray Security Images.

Emil Benedykciuk, Marcin Denkowski, Krzysztof Dmitruk

Proceedings of the 15th International Joint Conference on Computer Vision, 2020