2018 · Generative models
A Style-Based Generator Architecture for Generative Adversarial Networks
Selected research in generative models. Read the full paper, including the methods, experiments, and reported results.
Paper & contextTero Karras
Generative models
Controlling image synthesis through style-based generator architectures.
Karras studies high-quality visual generation and the training choices that shape it. These papers connect progressive GAN training and StyleGAN with diffusion models, examining how architecture, sampling, and guidance change generated images.
Selected work
10 papers
2019 · Generative models
Analyzing and Improving the Image Quality of StyleGAN
Selected research in generative models. Read the full paper, including the methods, experiments, and reported results.
Paper & context2017 · Generative models
Progressive Growing of GANs for Improved Quality, Stability, and Variation
Selected research in generative models. Read the full paper, including the methods, experiments, and reported results.
Paper & context2022 · Generative models
Elucidating the Design Space of Diffusion-Based Generative Models
Selected research in generative models. Read the full paper, including the methods, experiments, and reported results.
Paper & context2023 · Generative models
Analyzing and Improving the Training Dynamics of Diffusion Models
Selected research in generative models. Read the full paper, including the methods, experiments, and reported results.
Paper & context2026 · Generative models
Finite Difference Flow Optimization for RL Post-Training of Text-to-Image Models
Selected research in generative models. Read the full paper, including the methods, experiments, and reported results.
Paper & context2025 · Generative models
A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation
Selected research in generative models. Read the full paper, including the methods, experiments, and reported results.
Paper & context2024 · Generative models
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models
Selected research in generative models. Read the full paper, including the methods, experiments, and reported results.
Paper & context2024 · Generative models
Guiding a Diffusion Model with a Bad Version of Itself
Selected research in generative models. Read the full paper, including the methods, experiments, and reported results.
Paper & context2024 · Generative models
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models
Selected research in generative models. Read the full paper, including the methods, experiments, and reported results.
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