Recent advances in 3d gaussian splatting

T Wu, YJ Yuan, LX Zhang, J Yang, YP Cao… - Computational Visual …, 2024 - Springer
The emergence of 3D Gaussian splatting (3DGS) has greatly accelerated rendering in novel
view synthesis. Unlike neural implicit representations like neural radiance fields (NeRFs) …

State of the art on diffusion models for visual computing

R Po, W Yifan, V Golyanik, K Aberman… - Computer Graphics …, 2024 - Wiley Online Library
The field of visual computing is rapidly advancing due to the emergence of generative
artificial intelligence (AI), which unlocks unprecedented capabilities for the generation …

Wonder3d: Single image to 3d using cross-domain diffusion

X Long, YC Guo, C Lin, Y Liu, Z Dou… - Proceedings of the …, 2024 - openaccess.thecvf.com
In this work we introduce Wonder3D a novel method for generating high-fidelity textured
meshes from single-view images with remarkable efficiency. Recent methods based on the …

Lgm: Large multi-view gaussian model for high-resolution 3d content creation

J Tang, Z Chen, X Chen, T Wang, G Zeng… - European Conference on …, 2024 - Springer
Abstract 3D content creation has achieved significant progress in terms of both quality and
speed. Although current feed-forward models can produce 3D objects in seconds, their …

Text-to-3d using gaussian splatting

Z Chen, F Wang, Y Wang, H Liu - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Automatic text-to-3D generation that combines Score Distillation Sampling (SDS) with the
optimization of volume rendering has achieved remarkable progress in synthesizing realistic …

Sv3d: Novel multi-view synthesis and 3d generation from a single image using latent video diffusion

V Voleti, CH Yao, M Boss, A Letts, D Pankratz… - … on Computer Vision, 2024 - Springer
Abstract We present Stable Video 3D (SV3D)—a latent video diffusion model for high-
resolution, image-to-multi-view generation of orbital videos around a 3D object. Recent …

Stable video diffusion: Scaling latent video diffusion models to large datasets

A Blattmann, T Dockhorn, S Kulal… - arxiv preprint arxiv …, 2023 - arxiv.org
We present Stable Video Diffusion-a latent video diffusion model for high-resolution, state-of-
the-art text-to-video and image-to-video generation. Recently, latent diffusion models trained …

One-2-3-45++: Fast single image to 3d objects with consistent multi-view generation and 3d diffusion

M Liu, R Shi, L Chen, Z Zhang, C Xu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent advancements in open-world 3D object generation have been remarkable with
image-to-3D methods offering superior fine-grained control over their text-to-3D …

Grm: Large gaussian reconstruction model for efficient 3d reconstruction and generation

Y Xu, Z Shi, W Yifan, H Chen, C Yang, S Peng… - … on Computer Vision, 2024 - Springer
We introduce GRM, a large-scale reconstructor capable of recovering a 3D asset from
sparse-view images in around 0.1 s. GRM is a feed-forward transformer-based model that …

Dreamgaussian: Generative gaussian splatting for efficient 3d content creation

J Tang, J Ren, H Zhou, Z Liu, G Zeng - arxiv preprint arxiv:2309.16653, 2023 - arxiv.org
Recent advances in 3D content creation mostly leverage optimization-based 3D generation
via score distillation sampling (SDS). Though promising results have been exhibited, these …