
Endtoend Kernel Learning via Generative Random Fourier Features
Random Fourier features enable researchers to build feature map to learn...
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Improving Language Generation with Sentence Coherence Objective
Conditional story generation and contextual text continuation have becom...
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DSMNet: Disentangled Structured Mesh Net for Controllable Generation of Fine Geometry
3D shape generation is a fundamental operation in computer graphics. Whi...
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Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks
Road extraction in remote sensing images is of great importance for a wi...
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Oversampling Adversarial Network for ClassImbalanced Fault Diagnosis
The collected data from industrial machines are often imbalanced, which ...
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Novel Subtypes of Pulmonary Emphysema Based on SpatiallyInformed Lung Texture Learning
Pulmonary emphysema overlaps considerably with chronic obstructive pulmo...
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FDFlowNet: Fast Optical Flow Estimation using a Deep Lightweight Network
Significant progress has been made for estimating optical flow using dee...
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Analysis of Least Squares Regularized Regression in Reproducing Kernel Krein Spaces
In this paper, we study the asymptotical properties of least squares reg...
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Hierarchical Feature Embedding for Attribute Recognition
Attribute recognition is a crucial but challenging task due to viewpoint...
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Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting
The crowd counting task aims at estimating the number of people located ...
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A CommunicationEfficient Distributed Algorithm for Kernel Principal Component Analysis
Principal Component Analysis (PCA) is a fundamental technology in machin...
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Clustering via torque balance with mass and distance
Grouping similar objects is a fundamental tool of scientific analysis, u...
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Sparse Generalized Canonical Correlation Analysis: Distributed Alternating Iteration based Approach
Sparse canonical correlation analysis (CCA) is a useful statistical tool...
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Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks
The fact that image datasets are often imbalanced poses an intense chall...
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Stereo Endoscopic Image SuperResolution Using DisparityConstrained Parallel Attention
With the popularity of stereo cameras in computer assisted surgery techn...
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AMIL: Adversarial Multi Instance Learning for Human Pose Estimation
Human pose estimation has an important impact on a wide range of applica...
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A novel Deep Structure UNet for SeaLand Segmentation in Remote Sensing Images
Sealand segmentation is an important process for many key applications ...
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Realtime Image Smoothing via Iterative Least Squares
Edgepreserving image smoothing is a fundamental procedure for many comp...
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Learning to Incorporate Structure Knowledge for Image Inpainting
This paper develops a multitask learning framework that attempts to inc...
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Optimal Crossover Designs for Generalized Linear Models
We identify locally Doptimal crossover designs for generalized linear m...
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Asymmetric Correlation Quantization Hashing for Crossmodal Retrieval
Due to the superiority in similarity computation and database storage fo...
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MixedPrecision Quantized Neural Network with Progressively Decreasing Bitwidth For Image Classification and Object Detection
Efficient model inference is an important and practical issue in the dep...
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SemiSupervised Deep Learning Using Improved Unsupervised Discriminant Projection
Deep learning demands a huge amount of welllabeled data to train the ne...
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CNNBased Invertible Wavelet Scattering for the Investigation of Diffusion Properties of the In Vivo Human Heart in Diffusion Tensor Imaging
In vivo diffusion tensor imaging (DTI) is a promising technique to inves...
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A HumanAI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection
Microblogging platforms such as Twitter are increasingly being used in e...
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Adaptive Initialization Method for Kmeans Algorithm
The Kmeans algorithm is a widely used clustering algorithm that offers ...
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Random Fourier Features via Fast Surrogate Leverage Weighted Sampling
In this paper, we propose a fast surrogate leverage weighted sampling st...
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Clusterwise Unsupervised Hashing for CrossModal Similarity Search
In this paper, we present a new clusterwise unsupervised hashing (CUH) ...
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LaplacianNet: Learning on 3D Meshes with Laplacian Encoding and Pooling
3D models are commonly used in computer vision and graphics. With the wi...
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Research Commentary on Recommendations with Side Information: A Survey and Research Directions
Recommender systems have become an essential tool to help resolve the in...
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3D Positioning and Environment Mapping for mmWave Communication Systems
Millimeterwave (mmWave) cloud radio access networks (CRANs) provide new...
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Mesh Variational Autoencoders with Edge Contraction Pooling
3D shape analysis is an important research topic in computer vision and ...
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A Generalized Framework for Edgepreserving and Structurepreserving Image Smoothing
Image smoothing is a fundamental procedure in applications of both compu...
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AirwayNet: A VoxelConnectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks
Airway segmentation on CT scans is critical for pulmonary disease diagno...
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Estimating brain age based on a healthy population with deep learning and structural MRI
Numerous studies have established that estimated brain age, as derived f...
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A Review of Semi Supervised Learning Theories and Recent Advances
Semisupervised learning, which has emerged from the beginning of this c...
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An Effective TwoBranch ModelBased Deep Network for Single Image Deraining
Removing rain effects from an image automatically has many applications ...
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Robust Visual Tracking Revisited: From Correlation Filter to Template Matching
In this paper, we propose a novel matching based tracker by investigatin...
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A Regularization Approach for InstanceBased Superset Label Learning
Different from the traditional supervised learning in which each trainin...
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Online PCB Defect Detector On A New PCB Defect Dataset
Previous works for PCB defect detection based on image difference and im...
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Highly Efficient Follicular Segmentation in Thyroid Cytopathological Whole Slide Image
In this paper, we propose a novel method for highly efficient follicular...
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ClassAware Adversarial Lung Nodule Synthesis in CT Images
Though largescale datasets are essential for training deep learning sys...
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Discriminative analysis of the human cortex using spherical CNNs  a study on Alzheimer's disease diagnosis
In neuroimaging studies, the human cortex is commonly modeled as a spher...
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Embedding Bilateral Filter in Least Squares for Efficient Edgepreserving Image Smoothing
Edgepreserving smoothing is a fundamental procedure for many computer v...
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Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition
The performance of medical image analysis systems is constrained by the ...
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HardwareConstrained Millimeter Wave Systems for 5G: Challenges, Opportunities, and Solutions
Although millimeter wave (mmWave) systems promise to offer larger bandwi...
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ScoreMatching Representative Approach for Big Data Analysis with Generalized Linear Models
We propose a fast and efficient strategy, called the representative appr...
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Subword Encoding in Lattice LSTM for Chinese Word Segmentation
We investigate a lattice LSTM network for Chinese word segmentation (CWS...
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VarifocalNet: A Chromosome Classification Approach using Deep Convolutional Networks
Chromosome classification is critical for karyotyping in abnormality dia...
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Generalization Properties of hyperRKHS and its Application to OutofSample Extensions
Hyperkernels endowed by hyperReproducing Kernel Hilbert Space (hyperR...
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Jie Yang
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