Which of the following pieces of AI technology provides the ability to create fake videos?
A.
Generative adversarial networks (GAN)
B.
Long short-term memory (LSTM) networks
C.
Recurrent neural networks (RNN)
D.
Support-vector machines (SVM)
The Answer Is:
A
This question includes an explanation.
Explanation:
Generative adversarial networks (GAN) are a type of AI technology that can create fake videos, images, audio, or text that are realistic and indistinguishable from real ones. GAN consist of two neural networks: a generator and a discriminator. The generator tries to produce fake samples from random noise, while the discriminator tries to distinguish between real and fake samples. The two networks compete against each other in a game-like scenario, where the generator tries to fool the discriminator and the discriminator tries to catch the generator. Through this process, both networks improve their abilities until they reach an equilibrium where the generator can produce convincing fakes.
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