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gptkbp:instanceOf
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Machine Learning Model
|
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gptkbp:appliesTo
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gptkb:Speech_Synthesis
Music Generation
Anomaly Detection
Drug Discovery
Style Transfer
Art Generation
Data Imputation
Deepfake Creation
|
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gptkbp:canBe
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Unsupervised
Supervised
Semi-supervised
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gptkbp:canBeTrainedBy
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gptkb:Reinforcement_Learning
gptkb:Variational_Inference
Maximum Likelihood Estimation
Adversarial Training
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gptkbp:contrastsWith
|
Discriminative Models
|
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gptkbp:firstAppearance
|
20th Century
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|
https://www.w3.org/2000/01/rdf-schema#label
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Generative Models
|
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gptkbp:includes
|
gptkb:Variational_Autoencoders
gptkb:Generative_Adversarial_Networks
gptkb:Diffusion_Models
Autoregressive Models
Normalizing Flows
|
|
gptkbp:learns
|
Probability Distribution
|
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gptkbp:notableExample
|
gptkb:StyleGAN
gptkb:DALL-E
gptkb:Stable_Diffusion
gptkb:GPT
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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
|
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gptkbp:bfsParent
|
gptkb:Zero-Shot_Learning
|
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gptkbp:bfsLayer
|
6
|