Image Synthesis and Machine Learning
Research Group
Computer Graphics • Visual Computing and Artificial Intelligence
Our group conducts research at the intersection between computer graphics and machine learning with a focus on rendering. We seek to develop algorithms which enable fast and high-quality image generation for interactive virtual environments. To this end, we consider a broad range of approaches for image synthesis.
Our research interests include:
- Data-driven/neural rendering
- Physically-based rendering
- Image-based rendering
- Inverse rendering
- Machine learning for computer graphics
- Generative models
- Neural signal representations
- Efficient parallel algorithms
