ShapeAssembly: learning to generate programs for 3D shape structure synthesis
ACM Transactions on Graphics, 2020. [All Versions]. Manually authoring 3D shapes is difficult and time consuming; generative models of 3D shapes offer compelling alternatives. Procedural representations are one such possibility: they offer high-quality and editable results but…
- from
- AGI & CoCoSci
- added
- 2026-10-10
- likes
- 0
similar
-
ShapeCoder: Discovering Abstractions for Visual Programs from Unstructured Primitives dl.acm.org
ACM Transactions on Graphics, 2023. [All Versions]. This work introduces ShapeCoder, the first system capable of taking a dataset of shapes, represented with unstructured primitives, and jointly discovering (i) useful abstraction functions and (ii) programs that use these…
-
ShapeMOD: macro operation discovery for 3D shape programs dl.acm.org
ACM Transactions on Graphics, 2021. [All Versions]. A popular way to create detailed yet easily controllable 3D shapes is via procedural modeling, i.e. generating geometry using programs. Such programs consist of a series of instructions along with their associated parameter…
-
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling arxiv.org
3D-GANs for 3D model generation and fun 3D furniture arithmetics from embeddings (think like word2vec word arithmetics with 3D furniture representations).
-
Structured Generative Models for Scene Understanding link.springer.com
International Journal of Computer Vision, 2025. [All Versions]. This position paper argues for the use of structured generative models (SGMs) for the understanding of static scenes. This requires the reconstruction of a 3D scene from an input image (or a set of multi-view…
-
RoboGrammar: graph grammar for terrain-optimized robot design dl.acm.org
ACM Transactions on Graphics, 2020. [All Versions]. This work presents RoboGrammar, a fully automated approach for generating optimized robot structures to traverse given terrains. This framework represents each robot design as a graph, and uses a graph grammar to express…
-
InverseCSG: automatic conversion of 3D models to CSG trees dl.acm.org
ACM Transactions on Graphics, 2018. [All Versions]. While computer-aided design is a major part of many modern manufacturing pipelines, the design files typically generated describe raw geometry. Lost in this representation is the procedure by which these designs were…
AGI & CoCoSci › Papers > Domain Specific Language > DSL Program Synthesis: “ACM Transactions on Graphics, 2020. [All Versions]. Manually authoring 3D shapes is difficult and time consuming; generative models of 3D shapes offer compelling alternatives. Procedural representations are one such possibility: they offer high-quality and editable results but…”