Few-Shot Learning

Dragon's Path: Synthesizing User-Centered Flying Creature Animation Paths for Outdoor Augmented Reality Experiences

Minyoung Kim, Rawan Alghofaili, Changyang Li, Lap-Fai Yu

Conference SIGGRAPH 2024 HCI & XR
Augmented Reality Character Animation Path Synthesis Scene Understanding Few-Shot Learning

QT-Font: High-efficiency Font Synthesis via Quadtree-based Diffusion Models

Yitian Liu, Zhouhui Lian

Conference meta-only SIGGRAPH 2024 Neural & Generative
Font Synthesis Diffusion Model Few-Shot Learning Quadtree Glyph Generation

STyMo: Fast and Controllable Few-Shot Motion Style Transfer

Jose Luis Ponton, Alexander W. Winkler, Ladislav Kavan, Yuting Ye, Petr Kadlecek

Journal SIGGRAPH 2026 Animation & Simulation
Motion Style Transfer Character Animation Few-Shot Learning Transformer Motion Synthesis

HFH-Font: Few-shot Chinese Font Synthesis with Higher Quality, Faster Speed, and Higher Resolution

Hua Li, Zhouhui Lian

Journal SIGGRAPH Asia 2024 Neural & Generative
Font Generation Few Shot Learning Diffusion Model Style Transfer Image Synthesis

ASIA: Adaptive 3D Segmentation using Few Image Annotations

Sai Raj Kishore Perla, Aditya Vora, Sauradip Nag, Ali Mahdavi-Amiri, Hao Zhang

Conference SIGGRAPH Asia 2025 Geometry & Modeling
3D Segmentation Diffusion Models Few-Shot Learning Part Segmentation Multi-View Consistency