Jingwei Huang | DeepAI

DeepAI

Featured Co-authors

Bin Wang
158 publications
Matthias Nießner
101 publications
Hao Su
98 publications
Leonidas Guibas
87 publications
Yi Ma
71 publications
Thomas Funkhouser
55 publications
Leonidas J. Guibas
52 publications
Shuran Song
51 publications
Angela Dai
45 publications
Andrea Tagliasacchi
45 publications
Yong Zeng
42 publications

∙ 01/03/2023

Digital Engineering Transformation with Trustworthy AI towards Industry 4.0: Emerging Paradigm Shifts

Digital engineering transformation is a crucial process for the engineer...

Jingwei Huang, et al. ∙

∙ 07/30/2022

Point Primitive Transformer for Long-Term 4D Point Cloud Video Understanding

This paper proposes a 4D backbone for long-term point cloud video unders...

Hao Wen, et al. ∙

∙ 03/19/2022

Reinforcement learning for automatic quadrilateral mesh generation: a soft actor-critic approach

This paper proposes, implements, and evaluates a reinforcement learning ...

Jie Pan, et al. ∙

∙ 12/12/2021

MVLayoutNet:3D layout reconstruction with multi-view panoramas

We present MVLayoutNet, an end-to-end network for holistic 3D reconstruc...

Zhihua Hu, et al. ∙

∙ 06/14/2021

Intelligent Agent for Hurricane Emergency Identification and Text Information Extraction from Streaming Social Media Big Data

This paper presents our research on leveraging social media Big Data and...

Jingwei Huang, et al. ∙

∙ 08/07/2020

HoliCity: A City-Scale Data Platform for Learning Holistic 3D Structures

We present HoliCity, a city-scale 3D dataset with rich structural inform...

Yichao Zhou, et al. ∙

∙ 06/14/2020

ShapeFlow: Learnable Deformations Among 3D Shapes

We present ShapeFlow, a flow-based model for learning a deformation spac...

Chiyu "Max" Jiang, et al. ∙

∙ 05/23/2020

ManifoldPlus: A Robust and Scalable Watertight Manifold Surface Generation Method for Triangle Soups

We present ManifoldPlus, a method for robust and scalable conversion of ...

Jingwei Huang, et al. ∙

∙ 05/23/2020

MeshODE: A Robust and Scalable Framework for Mesh Deformation

We present MeshODE, a scalable and robust framework for pairwise CAD mod...

Jingwei Huang, et al. ∙

∙ 04/02/2020

Deformation-Aware 3D Model Embedding and Retrieval

We introduce a new problem of retrieving 3D models that are deformable t...

Mikaela Angelina Uy, et al. ∙

∙ 03/19/2020

Local Implicit Grid Representations for 3D Scenes

Shape priors learned from data are commonly used to reconstruct 3D objec...

Chiyu "Max" Jiang, et al. ∙

∙ 03/18/2020

Adversarial Texture Optimization from RGB-D Scans

Realistic color texture generation is an important step in RGB-D surface...

Jingwei Huang, et al. ∙

∙ 02/21/2020

Towards Digital Engineering – The Advent of Digital Systems Engineering

Digital Engineering, the digital transformation of engineering to levera...

Jingwei Huang, et al. ∙

∙ 10/14/2019

NeurVPS: Neural Vanishing Point Scanning via Conic Convolution

We present a simple yet effective end-to-end trainable deep network with...

Yichao Zhou, et al. ∙

∙ 03/29/2019

FrameNet: Learning Local Canonical Frames of 3D Surfaces from a Single RGB Image

In this work, we introduce the novel problem of identifying dense canoni...

Jingwei Huang, et al. ∙

∙ 01/09/2019

Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation

The goal of this paper is to estimate the 6D pose and dimensions of unse...

He Wang, et al. ∙

∙ 01/07/2019

Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformation

Convolutional Neural Networks (CNN) have been successful in processing d...

Chiyu "Max" Jiang, et al. ∙

∙ 01/07/2019

Spherical CNNs on Unstructured Grids

We present an efficient convolution kernel for Convolutional Neural Netw...

Chiyu "Max" Jiang, et al. ∙

∙ 11/30/2018

TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes

We introduce, TextureNet, a neural network architecture designed to extr...

Jingwei Huang, et al. ∙

∙ 02/05/2018

Robust Watertight Manifold Surface Generation Method for ShapeNet Models

In this paper, we describe a robust algorithm for 2-Manifold generation ...

Jingwei Huang, et al. ∙