665 citations · 990 across the 48 of their papers we have counts for
5 papers · 1 filter
SSGVS: Semantic Scene Graph-to-Video Synthesis
Yuren Cong, Jinhui Yi, Bodo Rosenhahn +1
As a natural extension of the image synthesis task, video synthesis has attracted a lot of interest recently. Many image synthesis works utilize class labels or text as guidance. H…
Flow-based GAN for 3D Point Cloud Generation from a Single Image
Yao Wei, George Vosselman, Michael Ying Yang
Generating a 3D point cloud from a single 2D image is of great importance for 3D scene understanding applications. To reconstruct the whole 3D shape of the object shown in the imag…
GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model
Hao Cheng, Mengmeng Liu, Lin Chen +3
Trajectory prediction has been a long-standing problem in intelligent systems like autonomous driving and robot navigation. Models trained on large-scale benchmarks have made signi…
Visual Transformer for Object Detection
Michael Yang
Convolutional Neural networks (CNN) have been the first choice of paradigm in many computer vision applications. The convolution operation however has a significant weakness which…
RelTR: Relation Transformer for Scene Graph Generation
Yuren Cong, Michael Ying Yang, Bodo Rosenhahn
Different objects in the same scene are more or less related to each other, but only a limited number of these relationships are noteworthy. Inspired by DETR, which excels in objec…