Shap-e: Generating conditional 3d implicit functions

H Jun, A Nichol - arXiv preprint arXiv:2305.02463, 2023 - arxiv.org
We present Shap-E, a conditional generative model for 3D assets. Unlike recent work on 3D
generative models which produce a single output representation, Shap-E directly generates …

Locally attentional sdf diffusion for controllable 3d shape generation

XY Zheng, H Pan, PS Wang, X Tong, Y Liu… - ACM Transactions on …, 2023 - dl.acm.org
Although the recent rapid evolution of 3D generative neural networks greatly improves 3D
shape generation, it is still not convenient for ordinary users to create 3D shapes and control …

3DALL-E: Integrating text-to-image AI in 3D design workflows

V Liu, J Vermeulen, G Fitzmaurice… - Proceedings of the 2023 …, 2023 - dl.acm.org
Text-to-image AI are capable of generating novel images for inspiration, but their
applications for 3D design workflows and how designers can build 3D models using AI …

Taps3d: Text-guided 3d textured shape generation from pseudo supervision

J Wei, H Wang, J Feng, G Lin… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
In this paper, we investigate an open research task of generating controllable 3D textured
shapes from the given textual descriptions. Previous works either require ground truth …

Advances in Data‐Driven Analysis and Synthesis of 3D Indoor Scenes

AG Patil, SG Patil, M Li, M Fisher… - Computer Graphics …, 2024 - Wiley Online Library
This report surveys advances in deep learning‐based modelling techniques that address
four different 3D indoor scene analysis tasks, as well as synthesis of 3D indoor scenes. We …

Sketch-a-shape: Zero-shot sketch-to-3d shape generation

A Sanghi, PK Jayaraman, A Rampini… - arXiv preprint arXiv …, 2023 - arxiv.org
Significant progress has recently been made in creative applications of large pre-trained
models for downstream tasks in 3D vision, such as text-to-shape generation. This motivates …

Text-guided image-and-shape editing and generation: A short survey

CKT Chao, Y Gingold - arXiv preprint arXiv:2304.09244, 2023 - arxiv.org
Image and shape editing are ubiquitous among digital artworks. Graphics algorithms
facilitate artists and designers to achieve desired editing intents without going through …

What's in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files

P Meltzer, JG Lambourne… - … of Computing and …, 2024 - asmedigitalcollection.asme.org
Semantic knowledge of part-part and part-whole relationships in assemblies is useful for a
variety of tasks from searching design repositories to the construction of engineering …

What's in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models through User-Provided Names in CAD Files

P Meltzer, JG Lambourne, D Grandi - arXiv preprint arXiv:2304.14275, 2023 - arxiv.org
Semantic knowledge of part-part and part-whole relationships in assemblies is useful for a
variety of tasks from searching design repositories to the construction of engineering …

Shape generation via learning an adaptive multimodal prior

X Guo, M Wei - The Visual Computer, 2024 - Springer
Significant interest and progress have been drawn to the recent advancements in image
creation using deep generative model, but the field of automatic three-dimensional shape …