|
gptkbp:instanceOf
|
gptkb:Machine_Learning_Model
|
|
gptkbp:appliesTo
|
gptkb:Speech_Synthesis
Music Generation
Anomaly Detection
Drug Discovery
Style Transfer
Art Generation
Data Imputation
Deepfake Creation
|
|
gptkbp:canBe
|
Unsupervised
Supervised
Semi-supervised
|
|
gptkbp:canBeTrainedBy
|
gptkb:Reinforcement_Learning
gptkb:Variational_Inference
Maximum Likelihood Estimation
Adversarial Training
|
|
gptkbp:contrastsWith
|
Discriminative Models
|
|
gptkbp:firstAppearance
|
20th Century
|
|
gptkbp:includes
|
gptkb:Variational_Autoencoders
gptkb:Generative_Adversarial_Networks
gptkb:Diffusion_Models
Autoregressive Models
Normalizing Flows
|
|
gptkbp:learns
|
gptkb:Probability_Distribution
|
|
gptkbp:notableExample
|
gptkb:StyleGAN
gptkb:DALL-E
gptkb:Stable_Diffusion
gptkb:GPT
|
|
gptkbp:output
|
Predictions
Samples
Latent Representations
Reconstructions
Synthetic Data
|
|
gptkbp:popularizedBy
|
gptkb:GANs
VAEs
|
|
gptkbp:relatedTo
|
gptkb:Hidden_Markov_Models
gptkb:Bayesian_Networks
Deep Learning
Probabilistic Models
Latent Variable Models
Markov Models
|
|
gptkbp:usedFor
|
Data Augmentation
Text Generation
Audio Generation
Data Generation
Image Synthesis
|
|
gptkbp:usedIn
|
gptkb:Machine_Learning
gptkb:artificial_intelligence
|
|
gptkbp:bfsParent
|
gptkb:NIPS_2015
gptkb:Shixiang_Gu
gptkb:Probabilistic_Programming
gptkb:Zero-Shot_Learning
|
|
gptkbp:bfsLayer
|
8
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Generative Models
|