Preprint
Aug 2026
Beyond Classification: Task-Dependent Learnability under Privacy-Motivated Image Transformations
This work proposes a compute-aware multi-task protocol for evaluating PETs in model training that combines lightweight proxy tasks that target complementary aspects of visual structure while remaining simple and fast to compute.
Leon Ranke, W. Hübner, Ronny Hug et al.
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