I was curious whether it would be possible to let #GANs generate samples conditioned on a specific input type. I wanted the GAN to generate samples of a specific digit, resembling a personal poor manβs mini #DALLE π . And indeed, I found a GAN architecture, that allows so-called #ConditionalGANs π«
π https://www.fabriziomusacchio.com/blog/2023-07-30-cgan/
#GANs #dalle #conditionalgans #machinelearning #generativeadversarialnetworks
The #Wasserstein #metric (#EMD) can be used, to train #GenerativeAdversarialNetworks (#GANs) more effectively. This tutorial compares a default GAN with a #WassersteinGAN (#WGAN) trained on the #MNIST dataset.
π https://www.fabriziomusacchio.com/blog/2023-07-29-wgan/
#wasserstein #metric #emd #generativeadversarialnetworks #GANs #wassersteingan #wgan #mnist #machinelearning
RT @KirkDBorne
IoTGAN β #GAN Powered Camouflage Against #MachineLearning-Based #IoT Device Identification: http://arxiv.org/abs/2201.03281
ββββ
#IoTCL #IIoT #IoTPL #IoTCommunity #BigData #AI #DataScience #Industry40 #EdgeComputing #Edge #DeepLearning #NeuralNetworks #GANs #GenerativeAdversarialNetworks
#gan #machinelearning #iot #iotcl #iiot #iotpl #iotcommunity #bigdata #ai #datascience #industry40 #edgecomputing #edge #deeplearning #neuralnetworks #gans #generativeadversarialnetworks
Milky Way - lactose is everywhere.
Even in our galaxy.
#digitalArt #aiart #newmediaart #digitalArt #midjourney #generativeadversarialnetworks #surrealism #DarkAesthetic #milkyway #ai
#digitalArt #aiart #newmediaart #midjourney #generativeadversarialnetworks #surrealism #darkaesthetic #milkyway #ai
New preprint: Signature and Log-signature for the Study of Empirical Distributions Generated with GANs #GenerativeAdversarialNetworks #SignatureTransform
https://arxiv.org/abs/2203.03226
#generativeadversarialnetworks #signaturetransform