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Shanghai Institute for Mathematics and Interdisciplinary Sciences (SIMIS), Shanghai 200433, China, Research Institute of Intelligent Complex Systems, Fudan University, Shanghai 200433, China
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Forget dropout – Gaussian Chaos Noise offers provable control over representation deformation and boosts calibration in deep networks.