arXiv Computer Vision
Seg3DParts: Segmentation-Grounded Controllable Part-Level 3D Generation
Read the original on arXiv Computer Vision →The Flow has not summarised this story yet — read it at arXiv Computer Vision.
Related stories
arXiv Computer Vision
Sep 15
SAM3D-Part: Interactive Part Selection and Generation from 3D Objects
arXiv:2609.15639v1 Announce Type: new Abstract: Part-level control is essential for modern 3D asset creation, where objects are frequently edited, reused, animated, or fabricated through their indivi...
arXiv Computer Vision
1d ago
Point2Part: Unified 3D Partitioning from Point Prompts
arXiv:2609.38180v1 Announce Type: new Abstract: Existing 3D part decomposition methods do not necessarily partition the original shape into non-overlapping parts that collectively cover the entire sh...
Hugging Face Trending Papers
Aug 13
SCULPT: Subtractive Composition for 3D Part Generation
Part-aware 3D generation aims to create digital assets that are coherent as complete objects while exposing structural parts for editing, material assignment, animation, and reuse. Existing methods impose this structure outside the native generation loop: segmentation-based methods partition an already generated shape, while additive methods synthesize parts from predefined layouts, boxes, or tokens and then reconcile them into a whole.
arXiv Computer Vision
Sep 23
PartLLM: A Unified Multimodal Foundation for 3D Part Segmentation
arXiv:2609.25832v1 Announce Type: new Abstract: Part segmentation is a fundamental problem in computer graphics and 3D vision. Recent works have expanded 3D part segmentation beyond fixed taxonomies,...
arXiv AI
Jul 8
DreamPartGen: Semantically Grounded Part-Level 3D Generation via Collaborative Latent Denoising
arXiv:2603. 19216v2 Announce Type: replace-cross Abstract: Understanding and generating 3D objects as compositions of meaningful parts is fundamental to human perception and reasoning.
Hugging Face Trending Papers
Aug 3
PartMat: Material-Aware 3D Part Decomposition with a Single Global Latent
Part-level 3D generation has recently attracted increasing attention for producing structured and editable 3D assets. However, existing methods typically decompose objects according to functional semantics rather than the editable material boundaries (e.