Introduction
TRELLIS uses structured latents to connect text or image conditions with meshes, radiance fields and Gaussians, examining representation and editability in 3D asset generation.
View full image ↗Figure 1: TRELLIS assets in different 3D formats, conditioned on images or text, and local edits. Source: v3; the image version is distinct from the initial submission date.
Xiang, Jianfeng; Lv, Zelong; Xu, Sicheng; Deng, Yu; Wang, Ruicheng; Zhang, Bowen; Chen, Dong; Tong, Xin; Yang, Jiaolong · original paper / arXiv · Rights in the paper and depicted works remain with their holders. Research quotation does not establish an open licence; republication rights await independent review.
Source · Structured 3D Latents for Scalable and Versatile 3D Generation ↗RESEARCH ACCOUNT
TRELLIS uses structured latents to connect text or image conditions with meshes, radiance fields and Gaussians, examining representation and editability in 3D asset generation.
ANTI-AI ARCHIVE · Revised 2026-10-03
What the paper investigates
SLAT combines a sparse 3D grid with multiview visual features, carrying structural and appearance information. Rectified-flow transformers generate in this representation, which can be decoded into multiple formats and supports local editing.
Section sources: Structured 3D Latents for Scalable and Versatile 3D Generation
Its place in generative-art history
Editorial interpretation: output format and editability determine which production pipelines can use a result. The entry preserves the difference between obtaining a three-dimensional-looking image and receiving an asset that can be further processed.
Section sources: Structured 3D Latents for Scalable and Versatile 3D Generation
Reading limits and versions
Multiple output formats do not guarantee suitable topology, materials or manufacturability; demonstrations do not replace project-specific validation.
Section sources: Structured 3D Latents for Scalable and Versatile 3D Generation
Sources for this account
Read the arXiv abstract, authors and version history, plus the selected figure/page on PDF page 1; proofs and full experiments were not independently audited.
Read the arXiv abstract, authors and version history, plus the selected figure/page on PDF page 1; proofs and full experiments were not independently audited. The account and translation are AI-assisted, pending independent human review. Section references identify evidence without claiming independent verification of every historical statement.
Continue with a comparative question
TRELLIS: compare methods, control or evaluation conditions with 3D Gaussian Splatting.
TRELLIS: compare methods, control or evaluation conditions with DreamFusion.
TRELLIS: compare methods, control or evaluation conditions with Dream Machine.
TRELLIS: compare methods, control or evaluation conditions with A new model ecosystem.
Dates & version record
Date displayed for this node: 2024-12-02 · Historical date recorded for the source: 2024-12-02
The timeline uses the initial arXiv submission, distinct from conference publication, model release and the archive addition on 3 October 2026. The account and image refer to v3; its date is recorded in the source history.
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Original sources & further reading
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Structured 3D Latents for Scalable and Versatile 3D Generation
https://arxiv.org/abs/2412.01506
Current cited URL
Read the arXiv abstract, authors and version history, plus the selected figure/page on PDF page 1; proofs and full experiments were not independently audited.
Provenance, translation & verification
Archive node #304 · Initial research-paper submission; methods, evaluation and production conditions
Research materials & supplement references · 1
Recent research papers: additions and reconciled sources since 2022 · Read the arXiv abstract, authors and version history, plus the selected figure/page on PDF page 1; proofs and full experiments were not independently audited. · 029
Date as recorded: 2024-12-02
Structured 3D Latents for Scalable and Versatile 3D Generation ↗
Structured 3D Latents for Scalable and Versatile 3D Generation
Archive account based on the listed research materials, not a full translation of the linked work. AI-assisted translation; independent human review pending.
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Cite this node
ANTI-AI ARCHIVE. Structured 3D Latents for Scalable and Versatile 3D Generation. Art-history node #304. https://salondesrefuses.cn/en/art-history/352
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