no code implementations • 4 Dec 2024 • Lingen Li, Zhaoyang Zhang, Yaowei Li, Jiale Xu, WenBo Hu, Xiaoyu Li, Weihao Cheng, Jinwei Gu, Tianfan Xue, Ying Shan
Recent advancements in generative models have significantly improved novel view synthesis (NVS) from multi-view data.
no code implementations • 25 Nov 2024 • Jinpeng Liu, Jiale Xu, Weihao Cheng, Yiming Gao, Xintao Wang, Ying Shan, Yansong Tang
Specifically, by incorporating both conditional views and noisy target views, the network predicts pixel-aligned Gaussians for each view.
1 code implementation • 10 Apr 2024 • Jiale Xu, Weihao Cheng, Yiming Gao, Xintao Wang, Shenghua Gao, Ying Shan
We present InstantMesh, a feed-forward framework for instant 3D mesh generation from a single image, featuring state-of-the-art generation quality and significant training scalability.
no code implementations • 31 Jan 2024 • Xiaoyu Li, Qi Zhang, Di Kang, Weihao Cheng, Yiming Gao, Jingbo Zhang, Zhihao Liang, Jing Liao, Yan-Pei Cao, Ying Shan
In this survey, we aim to introduce the fundamental methodologies of 3D generation methods and establish a structured roadmap, encompassing 3D representation, generation methods, datasets, and corresponding applications.
no code implementations • 27 Aug 2023 • Zi-Xin Zou, Weihao Cheng, Yan-Pei Cao, Shi-Sheng Huang, Ying Shan, Song-Hai Zhang
While recent techniques employ image diffusion models for generating plausible images at novel viewpoints or for distilling pre-trained diffusion priors into 3D representations using score distillation sampling (SDS), these methods often struggle to simultaneously achieve high-quality, consistent, and detailed results for both novel-view synthesis (NVS) and geometry.
no code implementations • 29 Jun 2023 • Weihao Cheng, Yan-Pei Cao, Ying Shan
ID-Pose adds a noise to one image, and predicts the noise conditioned on the other image and a hypothesis of the relative pose.
no code implementations • 12 Jun 2023 • Jiale Xu, Xintao Wang, Yan-Pei Cao, Weihao Cheng, Ying Shan, Shenghua Gao
Enhancing AI systems to perform tasks following human instructions can significantly boost productivity.
1 code implementation • 11 May 2023 • Weihao Cheng, Yan-Pei Cao, Ying Shan
We study to generate novel views of indoor scenes given sparse input views.
no code implementations • CVPR 2023 • Jiale Xu, Xintao Wang, Weihao Cheng, Yan-Pei Cao, Ying Shan, XiaoHu Qie, Shenghua Gao
Specifically, we first generate a high-quality 3D shape from the input text in the text-to-shape stage as a 3D shape prior.