Słownik AI
Kompletny słownik sztucznej inteligencji
Conditional Adversarial Training
Training process where the generator learns to create data matching specific conditions while the discriminator evaluates authenticity and conditional relevance.
Class Conditioning
Technique using class labels as conditional input to guide the generator toward producing examples belonging to predefined categories.
Conditional Discriminator
Component of cGAN that evaluates not only sample authenticity but also their compliance with the provided input conditions.
Conditional Generator
Neural network taking both random noise and a specific condition as input to generate targeted and controlled data.
Conditional Spatially-Adaptive Normalization (SPADE)
Normalization technique conditioning layer activations with semantic maps, enabling precise spatial control in image generation.
Conditional Instance Normalization
Normalization method adapting instance statistics based on input conditions, particularly effective for controlled style transfer.
ControlGAN
Sophisticated cGAN architecture allowing granular control over generated attributes while preserving other image characteristics.
Conditional Wasserstein GAN (cWGAN)
Combination of cGANs with Wasserstein distance to improve training stability and quality of conditional generations.