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spectral normalization

27 papers

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Papers

ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages ICML 2024 A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness JMLR 2023 Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms NeurIPS 2023 PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization NeurIPS 2023 Stabilizing Transformer Training by Preventing Attention Entropy Collapse ICML 2023 A Spectral Perspective of DNN Robustness to Label Noise AISTATS 2022 Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport? NeurIPS 2022 Task Relatedness-Based Generalization Bounds for Meta Learning ICLR 2022 Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training NeurIPS 2021 Differential Spectral Normalization (DSN) for PDE Discovery AAAI 2021 Sparsity Aware Normalization for GANs AAAI 2021 Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective ICML 2021 Towards Deeper Deep Reinforcement Learning with Spectral Normalization NeurIPS 2021 Why Spectral Normalization Stabilizes GANs: Analysis and Improvements NeurIPS 2021 Consistency Regularization for Generative Adversarial Networks ICLR 2020 Controllable Orthogonalization in Training DNNs CVPR 2020 GAN-Based Data Generation for Speech Emotion Recognition Interspeech 2020 Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN) WACV 2020 Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior EMNLP 2020 Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness NeurIPS 2020 Generalizable Adversarial Training via Spectral Normalization ICLR 2019 Large Scale GAN Training for High Fidelity Natural Image Synthesis ICLR 2019 On Computation and Generalization of Generative Adversarial Networks under Spectrum Control ICLR 2019 Self-Attention Generative Adversarial Networks ICML 2019 Spectral Regularization for Combating Mode Collapse in GANs ICCV 2019