pendantic-euphoria

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Guiding a Diffusion Model with a Bad Version of Itself (Autoguidance)

Karras et al. 2024

14 min read · September 18, 2025

2025 · guidance classifier_free_guidance autoguidance · diffusion_model
Variational Autoencoder Bayes (VAE)

Kingma et al.

15 min read · September 17, 2025

2025 · VAE foundational_model · VAE
Classifier-Free Diffusion Guidance (CFG)

Ho et al. 2022

12 min read · September 15, 2025

2025 · signal_to_noise_ratio temperature inception_score FID guidance classifier_guidance classifier_free_guidance · diffusion_model
Improved Denoising Diffusion Probabilistic Models (Improved DDPM)

Nichol et al. 2021

12 min read · September 12, 2025

2025 · DDPM log_likelihood noise_schedule gradient_noise · diffusion_model
(Presentation PDF) A Style-Based Generator Architecture for Generative Adversarial Networks (Style GAN)

Karras et al.

8 min read · September 08, 2025

2025 · GAN disentangle style_mix AdaIN · GAN