Author

L. Hluchý

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#diffusion models Review Open access Sep 2026

From Pixel Modification to Generative Synthesis: A Survey of Deep Learning for Image Data Hiding

This survey presents a structured review of deep learning-based techniques for image data hiding, proposing a three-paradigm taxonomy organized by the method’s operational relationship to the carrier image. We classify existing methods into modification-based, synthesis-based, and logic-based approaches. In the modific...

Matúš Janok, R. Forgáč, L. Hluchý · Journal of Imaging · 0 citations

2026

Data Management and I/O Provisioning Across Cloud-Edge Continuum for High-Performance Computational Data Pipelines

This paper presents an architecture for data management and I/O provisioning that supports the execution of high-performance data pipelines across the cloud–edge continuum and combines federated data management, intelligent data placement, and continuum-aware resource orchestration within a unified platform.

B. Kryza, R. Słota, Łukasz Dutka et al. · International Conference on... · 0 citations