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cs.CV2024
Synthetic dual image generation for reduction of labeling efforts in semantic segmentation of micrographs with a customized metric function
Matias Oscar Volman Stern, Dominic Hohs, Andreas Jansche +2
Training of semantic segmentation models for material analysis requires micrographs and their corresponding masks. It is quite unlikely that perfect masks will be drawn, especially…
cs.CV2024
FastCAR: Fast Classification And Regression Multi-Task Learning via Task Consolidation for Modelling a Continuous Property Variable of Object Classes
Anoop Kini, Andreas Jansche, Timo Bernthaler +1
FastCAR is a novel task consolidation approach in Multi-Task Learning (MTL) for a classification and a regression task, despite task heterogeneity with only subtle correlation. It…