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Image Synthesis News

The latest Image Synthesis coverage curated for game developers.

Appearance Pointers -- Multimodal Region Control of Diffusion Transformers

A new diffusion-transformer control method aims to give artists and technical teams precise regional guidance over materials, identities, and layout. Appearance pointers pair text or image cues with user masks, …

Research arXiv cs.GR · 1 month, 4 weeks ago
PIXLRelight: Controllable Relighting via Intrinsic Conditioning

A new relighting model can take a single photo and apply user-chosen PBR-style lighting in under 0.1 seconds. For graphics teams, the interesting part is that it bridges real photos …

Research arXiv cs.GR · 4 months ago
Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters

Text Slider introduces a significant leap in image and video synthesis control, allowing developers to manipulate visual concepts with unprecedented efficiency. This framework reduces training time by up to 5 …

Research arXiv cs.GR · 4 months, 4 weeks ago
It's Not Just a Phase: Creating Phase-Aligned Peripheral Metamers

Researchers have proposed a peripheral rendering method that synthesizes high-frequency detail instead of fully drawing it, aiming to cut the cost of wide-FOV displays. The technique leans on phase-aligned image …

Research arXiv cs.GR · 7 months, 3 weeks ago
RectifiedHR: High-Resolution Diffusion via Energy Profiling and Adaptive Guidance Scheduling

The introduction of adaptive classifier-free guidance (CFG) schedules marks a significant advancement in high-resolution image synthesis. With stability scores reaching 0.9998, this approach effectively reduces artifacts, making it particularly relevant …

Research arXiv cs.GR · 9 months, 1 week ago
ShapeWords: Guiding Text-to-Image Synthesis with 3D Shape-Aware Prompts

ShapeWords introduces a novel method for image synthesis that integrates 3D shape information with text prompts. This advancement is particularly relevant for artists and designers, as it enhances the ability …

Research arXiv cs.GR · 9 months, 1 week ago
Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models

Recent advances in diffusion models have improved control over image attributes, but precise color specification remains a challenge. The introduction of ColorWave offers a training-free solution for exact RGB-level color …

Research arXiv cs.GR · 9 months, 2 weeks ago