Fusion 360 gallery: A dataset and environment for programmatic cad construction from human design sequences
Parametric computer-aided design (CAD) is a standard paradigm used to design
manufactured objects, where a 3D shape is represented as a program supported by the …
manufactured objects, where a 3D shape is represented as a program supported by the …
Evaluation metrics for intelligent generation of graphical game assets: a systematic survey-based framework
K Fukaya, D Daylamani-Zad… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Generative systems for graphical assets have the potential to provide users with high quality
assets at the push of a button. However, there are many forms of assets, and many …
assets at the push of a button. However, there are many forms of assets, and many …
3d-aware object goal navigation via simultaneous exploration and identification
Object goal navigation (ObjectNav) in unseen environments is a fundamental task for
Embodied AI. Agents in existing works learn ObjectNav policies based on 2D maps, scene …
Embodied AI. Agents in existing works learn ObjectNav policies based on 2D maps, scene …
UCSG-NET-unsupervised discovering of constructive solid geometry tree
Signed distance field (SDF) is a prominent implicit representation of 3D meshes. Methods
that are based on such representation achieved state-of-the-art 3D shape reconstruction …
that are based on such representation achieved state-of-the-art 3D shape reconstruction …
[HTML][HTML] Deep reinforcement learning for the rapid on-demand design of mechanical metamaterials with targeted nonlinear deformation responses
Mechanical metamaterials are artificial materials with unique global properties due to the
structural geometry and material composition of their unit cell. Typically, mechanical …
structural geometry and material composition of their unit cell. Typically, mechanical …
Part123: part-aware 3d reconstruction from a single-view image
Recently, the emergence of diffusion models has opened up new opportunities for single-
view reconstruction. However, all the existing methods represent the target object as a …
view reconstruction. However, all the existing methods represent the target object as a …
Surface and edge detection for primitive fitting of point clouds
Fitting primitives for point cloud data to obtain a structural representation has been widely
adopted for reverse engineering and other graphics applications. Existing segmentation …
adopted for reverse engineering and other graphics applications. Existing segmentation …
Deep reinforcement learning for engineering design through topology optimization of elementally discretized design domains
Advances in machine learning algorithms and increased computational efficiencies give
engineers new capabilities and tools to apply to engineering design. Machine learning …
engineers new capabilities and tools to apply to engineering design. Machine learning …
3D reconstruction based on hierarchical reinforcement learning with transferability
Abstract 3D reconstruction is extremely important in CAD (computer-aided design)/CAE
(computer-aided Engineering)/CAM (computer-aided manufacturing). For interpretability …
(computer-aided Engineering)/CAM (computer-aided manufacturing). For interpretability …
Solidgen: An autoregressive model for direct b-rep synthesis
The Boundary representation (B-rep) format is the de-facto shape representation in
computer-aided design (CAD) to model solid and sheet objects. Recent approaches to …
computer-aided design (CAD) to model solid and sheet objects. Recent approaches to …