Search Results for author: Junfeng Cheng

Found 2 papers, 2 papers with code

G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping

1 code implementation10 May 2024 Junfeng Cheng, Tania Stathaki

In our framework, we design a gradient-field-based selection graph neural network (GNN) to learn the gradients of a log conditional probability density in terms of part selection, where the condition is the given mixed part set.

Score-PA: Score-based 3D Part Assembly

1 code implementation8 Sep 2023 Junfeng Cheng, Mingdong Wu, Ruiyuan Zhang, Guanqi Zhan, Chao Wu, Hao Dong

In this paper, we formulate this task from a novel generative perspective, introducing the Score-based 3D Part Assembly framework (Score-PA) for 3D part assembly.

Cannot find the paper you are looking for? You can Submit a new open access paper.