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 …

Pointllm: Empowering large language models to understand point clouds

R Xu, X Wang, T Wang, Y Chen, J Pang… - European Conference on …, 2024 - Springer
The unprecedented advancements in Large Language Models (LLMs) have shown a
profound impact on natural language processing but are yet to fully embrace the realm of 3D …

EfficientDreamer: High-Fidelity and Robust 3D Creation via Orthogonal-view Diffusion Priors

Z Hu, M Zhao, C Zhao, X Liang, L Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
While image diffusion models have made significant progress in text-driven 3D content
creation they often fail to accurately capture the intended meaning of text prompts especially …

Dmv3d: Denoising multi-view diffusion using 3d large reconstruction model

Y Xu, H Tan, F Luan, S Bi, P Wang, J Li, Z Shi… - arxiv preprint arxiv …, 2023 - arxiv.org
We propose\textbf {DMV3D}, a novel 3D generation approach that uses a transformer-based
3D large reconstruction model to denoise multi-view diffusion. Our reconstruction model …