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Tao Xue

6 accepted papers

2026

3DDM: Physically-based Anisotropic 3D Diffusion Model with 3D Gaussian for Point Cloud Completion

AAAI 2026technical

A 3D point cloud completion task is to generate completed 3D objects given partial observations. Auto-encoder-based models suffer from poor generalization ability to untrained 3D data. Current diffusion-based models add isotropic noise with the same variance in three x, y, z axes. More importantly,

Cited by 0SourcePDFScholar
2023

Social Relation Reasoning Based on Triangular Constraints

AAAI 2023technical

Social networks are essentially in a graph structure where persons act as nodes and the edges connecting nodes denote social relations. The prediction of social relations, therefore, relies on the context in graphs to model the higher-order constraints among relations, which has not been exploited s…

Cited by 9SourcePDFScholar
2023

Visual Traffic Knowledge Graph Generation from Scene Images

ICCV 2023poster

Although previous works on traffic scene understanding have achieved great success, most of them stop at a lowlevel perception stage, such as road segmentation and lane detection, and few concern high-level understanding. In this paper, we present Visual Traffic Knowledge Graph Generation (VTKGG), a…

Cited by 15PDFScholar