Hypernetwork

Stylized Text-to-Motion Generation via Hypernetwork-Driven Low-Rank Adaptation

Junhyuk Jeon, Seokhyeon Hong, Junyong Noh

Conference SIGGRAPH 2026 Animation & Simulation

Text-to-Motion Motion Stylization Diffusion Model LoRA Hypernetwork

Domain-Agnostic Tuning-Encoder for Fast Personalization of Text-To-Image Models

Moab Arar, Rinon Gal, Yuval Atzmon, Gal Chechik, Daniel Cohen-Or, Ariel Shamir, Amit H. Bermano

Conference SIGGRAPH Asia 2023 Neural & Generative

Text-to-Image Diffusion Model Personalization LoRA Contrastive Learning HyperNetwork

HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation

Abdul Basit Anees, Ahmet Canberk Baykal, Muhammed Burak Kizil, Duygu Ceylan, Erkut Erdem, Aykut Erdem

Conference SIGGRAPH Asia 2024 Neural & Generative

GAN StyleGAN CLIP Hypernetwork Domain Adaptation Image Synthesis Image Manipulation