Attention

On-the-fly Repulsion in the Contextual Space for Rich Diversity in Diffusion Transformers

Omer Dahary, Benaya Koren, Daniel Garibi, Daniel Cohen-Or

Conference SIGGRAPH 2026 Neural & Generative
Diffusion Model Diffusion Transformer Text-to-Image Sample Diversity Attention

iSeg: Interactive 3D Segmentation via Interactive Attention

Itai Lang, Fei Xu, Dale Decatur, Sudarshan Babu, Rana Hanocka

Conference SIGGRAPH Asia 2024 Geometry & Modeling
3D Segmentation Interactive Segmentation Mesh Feature Field Attention Knowledge Distillation Differentiable Rendering

MoA: Mixture-of-Attention for Subject-Context Disentanglement in Personalized Image Generation

Kuan-Chieh Wang, Daniil Ostashev, Yuwei Fang, Sergey Tulyakov, Kfir Aberman

Conference SIGGRAPH Asia 2024 Neural & Generative
Personalization Text-to-Image Generation Diffusion Model Mixture of Experts Attention

PersonaTalk: Bring Attention to Your Persona in Visual Dubbing

Longhao Zhang, Shuang Liang, Zhipeng Ge, Tianshu Hu

Conference SIGGRAPH Asia 2024 Image & Video
Visual Dubbing Lip Synchronization Attention Talking Face 3DMM