3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.CV2024★ 3 cited
Text-to-Image Cross-Modal Generation: A Systematic Review
Maciej Żelaszczyk, Jacek Mańdziuk
We review research on generating visual data from text from the angle of "cross-modal generation." This point of view allows us to draw parallels between various methods geared tow…
cs.CL2023★ 1 cited
AttentionMix: Data augmentation method that relies on BERT attention mechanism
Dominik Lewy, Jacek Mańdziuk
The Mixup method has proven to be a powerful data augmentation technique in Computer Vision, with many successors that perform image mixing in a guided manner. One of the interesti…
cs.LG2022
StatMix: Data augmentation method that relies on image statistics in federated learning
Dominik Lewy, Jacek Mańdziuk, Maria Ganzha +1
Availability of large amount of annotated data is one of the pillars of deep learning success. Although numerous big datasets have been made available for research, this is often n…