Stack recommandé

Que construisez-vous ? Image generation

Une technologie par emplacement, avec la raison de la suggestion et par quoi la remplacer.

Generative model

technique

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.

Alternatives

architecture

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

Why déduit du graphe

Diffusion alternative to GAN

Alternatives

architecture

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

Why déduit du graphe

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

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concept

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

Why déduit du graphe

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

Alternatives