4 papers · 1 filter
Stylistic Attribute Control in Latent Diffusion Models
Max Reimann, Benito Buchheim, Jürgen Döllner
Text-to-image diffusion models have revolutionized image synthesis and editing, but precise control over stylistic attributes remains a challenge, often causing unintended content…
Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation
Benito Buchheim, Max Reimann, Jürgen Döllner
We present a methodology for conditional control of human shape and pose in pretrained text-to-image diffusion models using a 3D human parametric model (SMPL). Fine-tuning these di…
Controlling Geometric Abstraction and Texture for Artistic Images
Martin Büßemeyer, Max Reimann, Benito Buchheim +3
We present a novel method for the interactive control of geometric abstraction and texture in artistic images. Previous example-based stylization methods often entangle shape, text…
Interactive Multi-level Stroke Control for Neural Style Transfer
Max Reimann, Benito Buchheim, Amir Semmo +2
We present StyleTune, a mobile app for interactive multi-level control of neural style transfers that facilitates creative adjustments of style elements and enables high output fid…