neural network regularization

Regularized Parameter Uncertainty for Improving Generalization in Reinforcement Learning CVPR 2024 Co-Training 2L Submodels for Visual Recognition CVPR 2023 Inverse-Reference Priors for Fisher Regularization of Bayesian Neural Networks AAAI 2023 Revisiting Structured Dropout ACML 2023 TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization ICLR 2023 On the Interpretability of Regularisation for Neural Networks Through Model Gradient Similarity NeurIPS 2022 Adaptive Knowledge Driven Regularization for Deep Neural Networks AAAI 2021 AutoDropout: Learning Dropout Patterns to Regularize Deep Networks AAAI 2021 Learning with Hyperspherical Uniformity AISTATS 2021 Network-to-Network Regularization: Enforcing Occam's Razor to Improve Generalization NeurIPS 2021 Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models AAAI 2021 Regularizing Neural Networks via Adversarial Model Perturbation CVPR 2021 CASTLE: Regularization via Auxiliary Causal Graph Discovery NeurIPS 2020 ProxSGD: Training Structured Neural Networks under Regularization and Constraints ICLR 2020 Regularization via Structural Label Smoothing AISTATS 2020 Regularizing activations in neural networks via distribution matching with the Wasserstein metric ICLR 2020 Regularizing Neural Networks via Minimizing Hyperspherical Energy CVPR 2020 SelectScale: Mining More Patterns from Images via Selective and Soft Dropout IJCAI 2020 A Logic-Driven Framework for Consistency of Neural Models EMNLP 2019 DELTA: DEEP LEARNING TRANSFER USING FEATURE MAP WITH ATTENTION FOR CONVOLUTIONAL NETWORKS ICLR 2019 Guided Dropout AAAI 2019 Using Large Corpus N-gram Statistics to Improve Recurrent Neural Language Models NAACL 2019 Learning towards Minimum Hyperspherical Energy NeurIPS 2018 Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method IJCAI 2018 Conditional Generative Adversarial Nets Classifier for Spoken Language Identification Interspeech 2017