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Haoran Zhu

1 paper indexed

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…

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