287 citations · 403 across the 7 of their papers we have counts for
7 papers
Learning Diverse Fashion Collocation by Neural Graph Filtering
Xin Liu, Yongbin Sun, Ziwei Liu +1
Fashion recommendation systems are highly desired by customers to find visually-collocated fashion items, such as clothes, shoes, bags, etc. While existing methods demonstrate prom…
A gamified simulator and physical platform for self-driving algorithm training and validation
Joshua E. Siegel, Georgios Pappas, Konstantinos Politopoulos +1
We identify the need for a gamified self-driving simulator where game mechanics encourage high-quality data capture, and design and apply such a simulator to collecting lane-follow…
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention
Yongbin Sun, Yue Wang, Ziwei Liu +2
Generating 3D point clouds is challenging yet highly desired. This work presents a novel autoregressive model, PointGrow, which can generate diverse and realistic point cloud sampl…
X-Vision: An augmented vision tool with real-time sensing ability in tagged environments
Yongbin Sun, Sai Nithin R. Kantareddy, Rahul Bhattacharyya +1
We present the concept of X-Vision, an enhanced Augmented Reality (AR)-based visualization tool, with the real-time sensing capability in a tagged environment. We envision that thi…
Im2Avatar: Colorful 3D Reconstruction from a Single Image
Yongbin Sun, Ziwei Liu, Yue Wang +1
Existing works on single-image 3D reconstruction mainly focus on shape recovery. In this work, we study a new problem, that is, simultaneously recovering 3D shape and surface color…
Visualization and Labeling of Point Clouds in Virtual Reality
Jonathan Dyssel Stets, Yongbin Sun, Wiley Corning +1
We present a Virtual Reality (VR) application for labeling and handling point cloud data sets. A series of room-scale point clouds are recorded as a video sequence using a Microsof…
Dynamic Graph CNN for Learning on Point Clouds
Yue Wang, Yongbin Sun, Ziwei Liu +3
Point clouds provide a flexible geometric representation suitable for countless applications in computer graphics; they also comprise the raw output of most 3D data acquisition dev…