
Accurate 3D Face Reconstruction with WeaklySupervised Learning: From Single Image to Image Set
Recently, deep learning based 3D face reconstruction methods have shown ...
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Image Smoothing via Unsupervised Learning
Image smoothing represents a fundamental component of many disparate com...
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Adaptive OCNN: A Patchbased Deep Representation of 3D Shapes
We present an Adaptive Octreebased Convolutional Neural Network (Adapti...
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Deep SingleView 3D Object Reconstruction with Visual Hull Embedding
3D object reconstruction is a fundamental task of many robotics and AI p...
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Synthesizing 3D Shapes from Silhouette Image Collections using Multiprojection Generative Adversarial Networks
We present a new weakly supervised learningbased method for generating ...
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OCNN: Octreebased Convolutional Neural Networks for 3D Shape Analysis
We present OCNN, an Octreebased Convolutional Neural Network (CNN) for...
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Demographybased Facial Retouching Detection using Subclass Supervised Sparse Autoencoder
Digital retouching of face images is becoming more widespread due to the...
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NeymanPearson Classification under HighDimensional Settings
Most existing binary classification methods target on the optimization o...
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Feature Augmentation via Nonparametrics and Selection (FANS) in High Dimensional Classification
We propose a high dimensional classification method that involves nonpar...
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NeymanPearson classification, convexity and stochastic constraints
Motivated by problems of anomaly detection, this paper implements the Ne...
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A ROAD to Classification in High Dimensional Space
For highdimensional classification, it is well known that naively perfo...
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Intentional control of type I error over unconscious data distortion: a NeymanPearson classification approach
The rise of social media enables millions of citizens to generate inform...
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Sparse Linear Discriminant Analysis under the NeymanPearson Paradigm
In contrast to the classical binary classification paradigm that minimiz...
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Viewvolume Network for Semantic Scene Completion from a Single Depth Image
We introduce a ViewVolume convolutional neural network (VVNet) for infe...
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SingleView Hair Reconstruction using Convolutional Neural Networks
We introduce a deep learningbased method to generate full 3D hair geome...
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Generalized R^2 Measures for a Mixture of Bivariate Linear Dependences
Motivated by the pressing needs for capturing complex but interperetable...
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Learn a Prior for RHEA for Better Online Planning
Rolling Horizon Evolutionary Algorithms (RHEA) are a class of online pla...
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DeepToF: OfftheShelf RealTime Correction of Multipath Interference in TimeofFlight Imaging
Timeofflight (ToF) imaging has become a widespread technique for depth...
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A Skeletonbridged Deep Learning Approach for Generating Meshes of Complex Topologies from Single RGB Images
This paper focuses on the challenging task of learning 3D object surface...
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HairNet: SingleView Hair Reconstruction using Convolutional Neural Networks
We introduce a deep learningbased method to generate full 3D hair geome...
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Convolutional Neural Networks on 3D Surfaces Using Parallel Frames
We extend Convolutional Neural Networks (CNNs) on flat and regular domai...
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NeymanPearson Criterion (NPC): A Model Selection Criterion for Asymmetric Binary Classification
We propose a new model selection criterion, the NeymanPearson criterion...
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Modeling Surface Appearance from a Single Photograph using Selfaugmented Convolutional Neural Networks
We present a convolutional neural network (CNN) based solution for model...
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Analysis of a localised nonlinear Ensemble Kalman Bucy Filter with complete and accurate observations
Concurrent observation technologies have made highprecision realtime d...
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Xin Tong
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