• BEGAN

  • Referenced in 3 articles [sw31829]
  • BEGAN: Boundary Equilibrium Generative Adversarial Networks. We propose a new equilibrium enforcing method paired with ... distance for training auto-encoder based Generative Adversarial Networks. This method balances the generator...
  • MaskGAN

  • Referenced in 3 articles [sw31828]
  • propose to improve sample quality using Generative Adversarial Networks (GANs), which explicitly train the generator...
  • MidiNet

  • Referenced in 2 articles [sw36061]
  • MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation. Most existing neural network ... DeepMind shows that convolutional neural networks (CNNs) can also generate realistic musical waveforms ... this light, we investigate using CNNs for generating melody (a series of MIDI notes ... distributions of melodies, making it a generative adversarial network (GAN). Moreover, we propose a novel...
  • mixup

  • Referenced in 3 articles [sw35857]
  • generalization of state-of-the-art neural network architectures. We also find that mixup reduces ... examples, and stabilizes the training of generative adversarial networks...
  • GAN Lab

  • Referenced in 2 articles [sw27149]
  • experts to learn and experiment with Generative Adversarial Networks (GANs), a popular class of complex ... With GAN Lab, users can interactively train generative models and visualize the dynamic training process...
  • MolGAN

  • Referenced in 2 articles [sw36059]
  • likelihood-based methods. Our method adapts generative adversarial networks (GANs) to operate directly on graph ... reinforcement learning objective to encourage the generation of molecules with specific desired chemical properties...
  • SalGAN

  • Referenced in 1 article [sw28155]
  • SalGAN: Visual Saliency Prediction with Generative Adversarial Networks. We introduce SalGAN, a deep convolutional neural ... with adversarial examples. The first stage of the network consists of a generator model whose ... discriminator network trained to solve a binary classification task between the saliency maps generated ... generative stage and the ground truth ones. Our experiments show how adversarial training allows reaching...
  • Keras-GAN

  • Referenced in 1 article [sw32552]
  • Collection of Keras implementations of Generative Adversarial Networks (GANs) suggested in research papers. These models...
  • HexaGAN

  • Referenced in 1 article [sw27773]
  • this paper, we propose HexaGAN, a generative adversarial network (GAN) framework that shows good classification...
  • SecML

  • Referenced in 1 article [sw31336]
  • time evasion attacks to generate adversarial examples against deep neural networks, but also training-time...
  • VERI-Wild

  • Referenced in 1 article [sw33962]
  • Network (FDANet), and a novel feature distance adversary scheme is designed to online generate hard...
  • NATTACK

  • Referenced in 1 article [sw32886]
  • understanding how to construct robust deep neural networks (DNNs) and for thoroughly testing defense techniques ... adversarial attack algorithm that can defeat both vanilla DNNs and those generated by various defense ... drawn from this distribution is likely an adversarial example, without the need of accessing ... successfully attack different neural networks by a single algorithm. It is also strong; according...
  • mclust

  • Referenced in 256 articles [sw00563]
  • R package mclust: Normal Mixture Modeling for Model...
  • LSTM

  • Referenced in 24 articles [sw03373]
  • The human brain is a recurrent neural network...
  • AMPL

  • Referenced in 582 articles [sw04001]
  • AMPL is a comprehensive and powerful algebraic modeling...
  • UCI-ml

  • Referenced in 3041 articles [sw04074]
  • UC Irvine Machine Learning Repository. We currently maintain...
  • CPLEX

  • Referenced in 2550 articles [sw04082]
  • IBM® ILOG® CPLEX® offers C, C++, Java, .NET...
  • GLPK

  • Referenced in 168 articles [sw04560]
  • The GLPK (GNU Linear Programming Kit) package is...
  • CVX

  • Referenced in 687 articles [sw04594]
  • CVX is a modeling system for constructing and...