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cs.CV2024
Cross-D Conv: Cross-Dimensional Transferable Knowledge Base via Fourier Shifting Operation
Mehmet Can Yavuz, Yang Yang
In biomedical imaging analysis, the dichotomy between 2D and 3D data presents a significant challenge. While 3D volumes offer superior real-world applicability, they are less avail…
cs.CV2023
Variational Self-Supervised Contrastive Learning Using Beta Divergence
Mehmet Can Yavuz, Berrin Yanikoglu
Learning a discriminative semantic space using unlabelled and noisy data remains unaddressed in a multi-label setting. We present a contrastive self-supervised learning method whic…