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cs.CV2026
Ctrl-A: Control-Driven Online Data Augmentation
Jesper B. Christensen, Ciaran Bench, Spencer A. Thomas +4
We introduce ControlAugment (Ctrl-A), an automated data augmentation algorithm for image-vision tasks, which incorporates principles from control theory for online adjustment of au…
cs.CV2025
Quantifying the uncertainty of model-based synthetic image quality metrics
Ciaran Bench, Spencer A. Thomas
The quality of synthetically generated images (e.g. those produced by diffusion models) are often evaluated using information about image contents encoded by pretrained auxiliary m…