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¿Qué estás construyendo? Image generation

Una tecnología por posición, con el motivo de la sugerencia y qué usar en su lugar.

Generative model

technique

Diffusion

Generates data by learning to reverse a gradual noising process.

Why editorial

The stable training objective is what made this the default approach for image generation.

Alternative approach

architecture

GAN

Generator and discriminator trained against each other to synthesise realistic data.

Why derivado del grafo

Diffusion alternative to GAN

Fuente

Architecture

architecture

CNN

Convolutional neural network, sharing weights across positions to exploit spatial structure.

Why derivado del grafo

The paper's comparison is against convolutional architectures on the same tasks.

Fuente

Conditioning

concept

Attention

Mechanism that weights each part of an input by its relevance to every other part.

Why derivado del grafo

Cross-attention is how the text prompt steers the generation.

Fuente