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09/01/2023
Human-Inspired Facial Sketch Synthesis with Dynamic Adaptation
Facial sketch synthesis (FSS) aims to generate a vivid sketch portrait f...
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04/18/2023
Looking Through the Glass: Neural Surface Reconstruction Against High Specular Reflections
Neural implicit methods have achieved high-quality 3D object surfaces un...
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03/06/2023
Few-shot Adaptation for Manipulating Granular Materials Under Domain Shift
Autonomous lander missions on extraterrestrial bodies will need to sampl...
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09/18/2022
Is Stochastic Gradient Descent Near Optimal?
The success of neural networks over the past decade has established them...
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09/06/2022
Deep Learning Assisted Optimization for 3D Reconstruction from Single 2D Line Drawings
In this paper, we revisit the long-standing problem of automatic reconst...
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08/15/2022
AMinerGNN: Heterogeneous Graph Neural Network for Paper Click-through Rate Prediction with Fusion Query
Paper recommendation with user-generated keyword is to suggest papers th...
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01/27/2022
Excavation Reinforcement Learning Using Geometric Representation
Excavation of irregular rigid objects in clutter, such as fragmented roc...
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01/24/2022
Automated Heart and Lung Auscultation in Robotic Physical Examinations
This paper presents the first implementation of autonomous robotic auscu...
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10/19/2021
Fully Three-dimensional Radial Visualization
We develop methodology for three-dimensional (3D) radial visualization (...
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10/16/2021
A Heterogeneous Graph Based Framework for Multimodal Neuroimaging Fusion Learning
Here, we present a Heterogeneous Graph neural network for Multimodal neu...
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03/04/2020
A Deep Learning Method for Complex Human Activity Recognition Using Virtual Wearable Sensors
Sensor-based human activity recognition (HAR) is now a research hotspot ...
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04/06/2019
Three-dimensional Radial Visualization of High-dimensional Continuous or Discrete Data
This paper develops methodology for 3D radial visualization of high-dime...
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08/26/2017