Deep Variational Information Bottleneck

深度变分信息瓶颈.

Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning

虚拟对抗训练：一种用于监督学习和半监督学习的正则化方法.

Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations

通过权重尺度偏移不变性正则化改善神经网络的泛化性和鲁棒性.

The Geometric Occam’s Razor Implicit in Deep Learning

深度学习中隐含的几何奥卡姆剃刀.

Implicit Gradient Regularization

隐式梯度正则化方法.

Spectral Norm Regularization for Improving the Generalizability of Deep Learning

使用谱正则化改进深度学习的泛化性.