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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...
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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...
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03/19/2022
Reinforcement learning for automatic quadrilateral mesh generation: a soft actor-critic approach
This paper proposes, implements, and evaluates a reinforcement learning ...
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12/12/2021
MVLayoutNet:3D layout reconstruction with multi-view panoramas
We present MVLayoutNet, an end-to-end network for holistic 3D reconstruc...
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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...
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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...
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06/14/2020
ShapeFlow: Learnable Deformations Among 3D Shapes
We present ShapeFlow, a flow-based model for learning a deformation spac...
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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 ...
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05/23/2020
MeshODE: A Robust and Scalable Framework for Mesh Deformation
We present MeshODE, a scalable and robust framework for pairwise CAD mod...
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04/02/2020
Deformation-Aware 3D Model Embedding and Retrieval
We introduce a new problem of retrieving 3D models that are deformable t...
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03/19/2020
Local Implicit Grid Representations for 3D Scenes
Shape priors learned from data are commonly used to reconstruct 3D objec...
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03/18/2020
Adversarial Texture Optimization from RGB-D Scans
Realistic color texture generation is an important step in RGB-D surface...
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02/21/2020
Towards Digital Engineering – The Advent of Digital Systems Engineering
Digital Engineering, the digital transformation of engineering to levera...
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10/14/2019
NeurVPS: Neural Vanishing Point Scanning via Conic Convolution
We present a simple yet effective end-to-end trainable deep network with...
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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...
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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...
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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...
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01/07/2019
Spherical CNNs on Unstructured Grids
We present an efficient convolution kernel for Convolutional Neural Netw...
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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...
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02/05/2018