DeepMind Research
Developed advanced diffusion models for hybrid and part-based concept generation with integrated NLP guidance and ControlNet-based segmentation.
Citation: Under development
NVIDIA Research
Developed the Gaussian Visibility Field (GVF) using deep learning techniques for uncertainty mapping, achieving 80% faster rendering compared to Neural Visibility Field.
Citation: Under development
New York University
Developed algorithms to convert hand-drawn sketches into 3D assets using Constructive Solid Geometry (CSG).
Citation: Chen, Y., Liu, Y., & Kayar-Ceylan, G. (2025). "CSG-based ML-supported 3D translation of sketches into game assets for game designers." Visual Computer. https://doi.org/10.1007/s00371-024-03758-9
