- +1.5dBPSNR
- -17%LPIPS
- +14%runtime cost
Wavelet-Space Representations for Neural Super-Resolution in Rendering Pipelines
Computers & Graphics, Elsevier, 2026
Real-time renderers upsample to hit a frame budget, and fine detail goes missing on the way. Moving neural super-resolution into wavelet space recovers that detail for a small, measured cost in frame time.
Led the research direction, the core implementation and the manuscript, in a four-person team under faculty supervision.
