3 papers
cs.CV2026
HAFMat: Hybrid Priors Guided Adaptive Fusion for Single-Image Human Material Estimation
Yu Jiang, Jiahao Xia, Jiongming Qin +2
Physically based rendering (PBR) material estimation is a fundamental appearance decomposition task with broad applications in virtual content creation, relighting, and digital hum…
cs.CV2026
Mining Attribute Subspaces for Efficient Fine-tuning of 3D Foundation Models
Yu Jiang, Hanwen Jiang, Ahmed Abdelkader +4
With the emergence of 3D foundation models, there is growing interest in fine-tuning them for downstream tasks, where LoRA is the dominant fine-tuning paradigm. As 3D datasets exhi…
cs.CV2025
HumanMaterial: Human Material Estimation from a Single Image via Progressive Training
Yu Jiang, Jiahao Xia, Jiongming Qin +3
Full-body Human inverse rendering based on physically-based rendering aims to acquire high-quality materials, which helps achieve photo-realistic rendering under arbitrary illumina…