TL;DR: We propose an efficient and trainable local Lipscthiz bound for training certifibly robust neural networks. Certified robustness is a desirable property for deep neural networks in ...

Implementations of some theoretical generative adversarial nets: DCGAN, EBGAN, LSGAN, WGAN, WGAN-GP, BEGAN, DRAGAN and CoulombGAN. I implemented the structure of model equal to the structure in paper ...

Abstract: In this short paper, development of an adaptive fault tolerant control (FTC) using a virtual actuator framework is presented for one-sided Lipschitz nonlinear systems subjected to ...

The pupil controls how much light enters the eye, allowing for clear vision. In low light, pupils widen to let in more light, and in bright light, they narrow to prevent too much light from entering.