arxivcs.GRcs.CVcs.LG2026-06-29
RenderFormer++: Scalable and Physically Grounded Feed-Forward Neural Rendering
Huangsheng Du, Haoran Zhu, Youcheng Cai, Jinyang Meng, Ligang Liu
We present RenderFormer++, a scalable and physically grounded feed-forward neural rendering framework for global illumination in mesh scenes. Existing Transformer-based neural rendering methods such as RenderFormer achieve promising cross-scene generalization, but suffer from lim…