Recommended stack
What are you building? Image generation
One technology per slot, with the reason it is suggested and what to use instead.
Generative model
techniqueGenerates 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
Alternative approach
architectureGenerator and discriminator trained against each other to synthesise realistic data.
Alternatives
Architecture
architectureConvolutional neural network, sharing weights across positions to exploit spatial structure.
Why derived from the graph
The paper's comparison is against convolutional architectures on the same tasks.
Alternatives
Conditioning
conceptMechanism that weights each part of an input by its relevance to every other part.