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08/20/2023
An interpretable deep learning method for bearing fault diagnosis
Deep learning (DL) has gained popularity in recent years as an effective...
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03/27/2023
OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis
We present OmniAvatar, a novel geometry-guided 3D head synthesis model t...
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03/24/2023
AgileGAN3D: Few-Shot 3D Portrait Stylization by Augmented Transfer Learning
While substantial progresses have been made in automated 2D portrait sty...
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03/23/2023
PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360^∘
Synthesis and reconstruction of 3D human head has gained increasing inte...
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08/01/2022
AvatarGen: a 3D Generative Model for Animatable Human Avatars
Unsupervised generation of clothed virtual humans with various appearanc...
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05/24/2022
Trajectory Optimization for Physics-Based Reconstruction of 3d Human Pose from Monocular Video
We focus on the task of estimating a physically plausible articulated hu...
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12/30/2021
Feature Generation and Hypothesis Verification for Reliable Face Anti-Spoofing
Although existing face anti-spoofing (FAS) methods achieve high accuracy...
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10/26/2021
H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion
We present H-NeRF, neural radiance fields for rendering and temporal (4D...
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08/24/2021
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose
We present imGHUM, the first holistic generative model of 3D human shape...
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08/15/2021
Semi-supervised 3D Object Detection via Adaptive Pseudo-Labeling
3D object detection is an important task in computer vision. Most existi...
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07/04/2020
Understanding the effect of hyperparameter optimization on machine learning models for structure design problems
To relieve the computational cost of design evaluations using expensive ...
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03/23/2020
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows
Monocular 3D human pose and shape estimation is challenging due to the m...
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07/24/2019