Papers
1–3 of 3Research Paper·Mar 2, 2026
SkeleGuide: Explicit Skeleton Reasoning for Context-Aware Human-in-Place Image Synthesis
Generating realistic and structurally plausible human images into existing scenes remains a significant challenge for current generative models, which often produce artifacts like distorted limbs and ...
7.0 viability
Research Paper·Mar 10, 2026
Delta-K: Boosting Multi-Instance Generation via Cross-Attention Augmentation
While Diffusion Models excel in text-to-image synthesis, they often suffer from concept omission when synthesizing complex multi-instance scenes. Existing training-free methods attempt to resolve this...
7.0 viability
Research Paper·Mar 7, 2026
AdaGen: Learning Adaptive Policy for Image Synthesis
Recent advances in image synthesis have been propelled by powerful generative models, such as Masked Generative Transformers (MaskGIT), autoregressive models, diffusion models, and rectified flow mode...
7.0 viability