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spectral norm regularization

6 papers

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Co-occurring keywords · papers mentioning both

neural network training (2) lyapunov theory (1) heavy-tailed self-regularization (1) graph transduction (1) structured dropout (1) weight analysis (1) control-theoretic approach (1) orthonormal representation (1) convolution layer (1) proximal method (1)

Papers

Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training NeurIPS 2023 Why neural networks find simple solutions: The many regularizers of geometric complexity NeurIPS 2022 Fantastic Four: Differentiable and Efficient Bounds on Singular Values of Convolution Layers ICLR 2021 On the Regularization Properties of Structured Dropout CVPR 2020 Robust Design of Deep Neural Networks Against Adversarial Attacks Based on Lyapunov Theory CVPR 2020 Spectral Norm Regularization of Orthonormal Representations for Graph Transduction NeurIPS 2015