Никита Локшин's Projects
ActiveContours algorithm
repo for work on adversarial example classification (but not generation)
Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients"
Training using gradient regularization (https://ojs.aaai.org/index.php/AAAI/article/view/11504)
My take on the GraphCut method
Classification of tissue patches into 9 classes
Module 0 - Fundamentals
Module 1 - Autodifferentiation
Module 2 - Tensors
Animating Arbitrary Objects via Deep Motion Transfer
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
Repo for practical .NET programming 2020 tasks (student account s02170150)