Controlnet News
The latest Controlnet coverage curated for game developers.
arXiv cs.GR details a no-retraining tweak for diffusion stylization that gives artists local control over both content and style. By turning two existing conditioning weights into spatial maps, the method …
A diffusion pipeline is being used to synthesize sand-boil inspection imagery for earthen levees when real defect annotations are scarce. The system fine-tunes Stable Diffusion XL with DreamBooth, then steers …
A diffusion-based makeup transfer paper claims a big step toward production-ready AR/VTO: +60% facial recognition similarity and -50% skin-tone drift versus Stable-Makeup. The practical win for game teams is better …
A diffusion model now does capacity-constrained stippling in one pass, instead of relying on slow iterative optimizers that must be rerun for every target image. The paper says the sampler …