Ctrl-A: Control-Driven Machine Learning using Adaptive Online Data Augmentation

arXiv:2603.21819 · cs.CV, cs.AI, cs.LG, cs.SY, eess.SY · Submitted 2026-03-23 · Read on arXiv

cs.CV, cs.AI, cs.LG, cs.SY, eess.SY

Submitted: 2026-03-23

Updated: 2026-10-26

Terminology

• Augmentation — 8× in this paper · explained in 2 episodes
• Data Augmentation — 3× in this paper · explained in 10 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Core — 1× in this paper · explained in 2 episodes

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