CNS-Edit: 3D shape editing via coupled neural shape optimization

J Hu, KH Hui, Z Liu, H Zhang, CW Fu - ACM SIGGRAPH 2024 …, 2024 - dl.acm.org
This paper introduces a new approach based on a coupled representation and a neural
volume optimization to implicitly perform 3D shape editing in latent space. This work has …

Surf-D: Generating High-Quality Surfaces of Arbitrary Topologies Using Diffusion Models

Z Yu, Z Dou, X Long, C Lin, Z Li, Y Liu, N Müller… - … on Computer Vision, 2024 - Springer
We present Surf-D, a novel method for generating high-quality 3D shapes as Surfaces with
arbitrary topologies using Diffusion models. Previous methods explored shape generation …

Surf-D: High-Quality Surface Generation for Arbitrary Topologies using Diffusion Models

Z Yu, Z Dou, X Long, C Lin, Z Li, Y Liu, N Müller… - arXiv preprint arXiv …, 2023 - arxiv.org
In this paper, we present Surf-D, a novel method for generating high-quality 3D shapes as
Surfaces with arbitrary topologies using Diffusion models. Specifically, we adopt Unsigned …

Spice· E: Structural Priors in 3D Diffusion using Cross-Entity Attention

E Sella, G Fiebelman, N Atia… - ACM SIGGRAPH 2024 …, 2024 - dl.acm.org
We are witnessing rapid progress in automatically generating and manipulating 3D assets
due to the availability of pretrained text-to-image diffusion models. However, time …

Occupancy-Based Dual Contouring

J Hwang, M Sung - SIGGRAPH Asia 2024 Conference Papers, 2024 - dl.acm.org
We introduce a dual contouring method that provides state-of-the-art performance for
occupancy functions while achieving computation times of a few seconds. Our method is …

Wavelet Latent Diffusion (Wala): Billion-Parameter 3D Generative Model with Compact Wavelet Encodings

A Sanghi, A Khani, P Reddy, A Rampini… - arXiv preprint arXiv …, 2024 - arxiv.org
Large-scale 3D generative models require substantial computational resources yet often fall
short in capturing fine details and complex geometries at high resolutions. We attribute this …