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Xi Zhao

3 accepted papers

2026

PBR3DGen: A VLM-Guided Mesh Generation with High-Quality PBR Texture

AAAI 2026technical

Generating high-quality physically based rendering (PBR) materials is important to achieve realistic rendering in the downstream tasks, yet it remains challenging due to the intertwined effects of materials and lighting. While existing methods have made breakthroughs by incorporating material decomp

Cited by 0SourcePDFScholar
2026

Reasoning Palette: Modulating Reasoning via Latent Contextualization for Controllable Exploration for (V)LMs

CVPR 2026

Exploration capacity shapes both inference-time performance and reinforcement learning (RL) training for large (vision-) language models, as stochastic sampling often yields redundant reasoning paths with little high-level diversity. This paper proposes Reasoning Palette, a novel latent-modulation f

Cited by 0SourceScholar
2021

TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images

ICCV 2021poster

This paper aims to reconstruct physically plausible hand motion from monocular color images. Existing frame-by-frame estimating approaches can not guarantee the physical plausibility (e.g. penetration, jittering) directly. In this paper, we embed physical constraints on the per-frame estimated motio…

Cited by 16PDFScholar