Generative Models

A Deep Learning-based Virtual Oculoplastic Surgery Simulator

Seonghyeon Kim, Chang Wook Seo, Kwanggyoon Seo, Seung Han Song, Junyong Noh

Journal SIGGRAPH 2025 Deep Learning Surgery Simulation Oculoplastic Surgery Facial Image Editing Medical Imaging Generative Models

Generating Past and Future in Digital Painting Processes

Lvmin Zhang, Chuan Yan, Yuwei Guo, Jinbo Xing, Maneesh Agrawala

Journal SIGGRAPH 2025 Diffusion Models Video Diffusion Digital Painting Drawing Process Generation Generative Models Interactive Creation

Hand-Shadow Poser

Hao Xu, Yinqiao Wang, Niloy J. Mitra, Shuaicheng Liu, Pheng-Ann Heng, Chi-Wing Fu

Journal SIGGRAPH 2025 Shadow Art 3D Hand Pose Estimation Computational Art Design Generative Models Differentiable Rendering MANO

MyTimeMachine: Personalized Facial Age Transformation

Luchao Qi, Jiaye Wu, Bang Gong, Annie N. Wang, David W. Jacobs, Roni Sengupta

Journal SIGGRAPH 2025 Age Transformation Face Aging Personalization StyleGAN Generative Models Video Re-aging Identity Preservation

PhysiOpt: Physics-Driven Shape Optimization for 3D Generative Models

Xiao Sean Zhan, Clément Jambon, Evan Thompson, Kenney Ng, Mina Konaković Luković

Conference SIGGRAPH Asia 2025 Shape Optimization Differentiable Simulation Generative Models Finite Element Method Fabrication