|
gptkbp:instance_of
|
gptkb:television_channel
|
|
gptkbp:bfsLayer
|
5
|
|
gptkbp:bfsParent
|
gptkb:Big_GAN
gptkb:Gan_series
|
|
gptkbp:allows
|
Mode Collapse
Training Instability
|
|
gptkbp:applies_to
|
Image Generation
|
|
gptkbp:based_on
|
GA Ns
|
|
gptkbp:can_create
|
High-Resolution Images
|
|
gptkbp:consists_of
|
gptkb:Pokémon
Discriminator
|
|
gptkbp:developed_by
|
Radford et al.
|
|
gptkbp:has_programs
|
Data Augmentation
Super Resolution
Art Generation
|
|
gptkbp:has_variants
|
gptkb:Wasserstein_GAN
gptkb:Conditional_GAN
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
DCGAN
|
|
gptkbp:improves
|
Image Quality
|
|
gptkbp:introduced
|
gptkb:2015
|
|
gptkbp:is_adopted_by
|
Research Institutions
Startups
Tech Companies
|
|
gptkbp:is_challenged_by
|
Adversarial Attacks
Overfitting
Data Bias
|
|
gptkbp:is_evaluated_by
|
gptkb:Fréchet_Inception_Distance
gptkb:LSUN_Dataset
gptkb:MNIST_Dataset
gptkb:CIFAR-10_Dataset
gptkb:Celeb_A_Dataset
Inception Score
|
|
gptkbp:is_explored_in
|
Conferences
Research Papers
Theses
|
|
gptkbp:is_implemented_in
|
gptkb:Graphics_Processing_Unit
gptkb:Py_Torch
|
|
gptkbp:is_influenced_by
|
gptkb:software_framework
gptkb:Variational_Autoencoders
Deep Convolutional Networks
|
|
gptkbp:is_part_of
|
Deep Learning Frameworks
Generative Models
|
|
gptkbp:is_popular_in
|
Deep Learning Community
|
|
gptkbp:is_related_to
|
gptkb:Cycle_GAN
gptkb:Pix2_Pix
gptkb:Style_GAN
|
|
gptkbp:is_supported_by
|
gptkb:Job_Search_Engine
gptkb:DJ
gptkb:Open_AI
|
|
gptkbp:is_used_for
|
Facial Recognition
Image-to-Image Translation
Video Generation
Text-to-Image Synthesis
3 D Object Generation
|
|
gptkbp:is_used_in
|
gptkb:viewpoint
|
|
gptkbp:requires
|
Large Datasets
|
|
gptkbp:training
|
Adversarial Training
|
|
gptkbp:uses
|
gptkb:television_channel
|
|
gptkbp:utilizes
|
gptkb:Batch_Normalization
|