Types of Gen AI

Question 1

Types

Answer 1

Generative adversarial networks
Variational autoencodes
Autoregressive models
Recurrent neutral networks
Transformer-based models
Reinforcement learning for generative tasks

Question 2

Generative adversarial networks

Answer 2

Using two neural networks to generate new systhetic data

Question 3

Variational autoencodes

Answer 3

Learn to encode and decode data, generating new samples from
learned distributions

Question 4

Autoregressive models

Answer 4

Generates data sequentially, using previously generated elements as content

Question 5

Recurrent neutral networks

Answer 5

Process sequential data, with applications in generative tasks

Question 6

Transformer-based models

Answer 6

Utilize attention mechanisms for generating coherent content

Question 7

Reinforcement leaning for generative tasks

Answer 7

Uses feedback to improve data generation quality