Blog
Technical deep-dives, research notes, and team perspectives.
TaoFlowForge: Progressive Native Mesh Generation via Cascaded Flow Matching
A walkthrough of the TaoFlowForge technical report — a foundation model for production-ready 3D mesh generation that decomposes the pipeline into three cascaded stages: coarse vertex generation, late-stage progressive refinement, and joint connectivity-normal prediction, achieving state-of-the-art results among open-source native mesh generators.
Read more →MatMart: PBR Material Reconstruction of 3D Objects via Diffusion
A walkthrough of the CVPR 2026 paper MatMart — a single diffusion model that performs two-stage PBR material reconstruction, using VMCA and progressive inference for high-fidelity, scalable results with O(1) memory complexity independent of input view count.
Read more →MoRE: When 3D Visual Geometry Reconstruction Meets Mixture-of-Experts (MoE)
A walkthrough of the CVPR 2026 paper MoRE — bringing Mixture-of-Experts (MoE) to 3D visual geometry reconstruction to build a unified foundation model that jointly outputs point maps, depth, camera pose, tracking features and normals, refreshing several SOTA results with confidence-based depth refinement and dense semantic feature fusion.
Read more →TaoAvatar: Photorealistic 3D Avatars for Taobao Vision
A year in review for TaoAvatar — from 3DGS static modeling and drivable avatars to 4DGS volumetric video, and how it powers Taobao Vision.
Read more →The TaoTian Technology Team Blog Is Live
We are starting this blog to share engineering practices, research notes, and team perspectives on 3D and XR.
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