Jie Yang

End-to-end Kernel Learning via Generative Random Fourier Features

Random Fourier features enable researchers to build feature map to learn...
09/10/2020 ∙ by Kun Fang, et al. ∙ 0 ∙ share

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Improving Language Generation with Sentence Coherence Objective

Conditional story generation and contextual text continuation have becom...
09/07/2020 ∙ by Ruixiao Sun, et al. ∙ 0 ∙ share

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DSM-Net: Disentangled Structured Mesh Net for Controllable Generation of Fine Geometry

3D shape generation is a fundamental operation in computer graphics. Whi...
08/12/2020 ∙ by Jie Yang, et al. ∙ 2 ∙ share

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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...
08/10/2020 ∙ by Pourya Shamsolmoali, et al. ∙ 0 ∙ share

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Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis

The collected data from industrial machines are often imbalanced, which ...
08/07/2020 ∙ by Masoumeh Zareapoor, et al. ∙ 0 ∙ share

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Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning

Pulmonary emphysema overlaps considerably with chronic obstructive pulmo...
07/09/2020 ∙ by Jie Yang, et al. ∙ 0 ∙ share

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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...
06/22/2020 ∙ by Lingtong Kong, et al. ∙ 0 ∙ share

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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...
06/01/2020 ∙ by Fanghui Liu, et al. ∙ 0 ∙ share

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Hierarchical Feature Embedding for Attribute Recognition

Attribute recognition is a crucial but challenging task due to viewpoint...
05/23/2020 ∙ by Jie Yang, et al. ∙ 18 ∙ share

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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 ...
05/12/2020 ∙ by Xiyang Liu, et al. ∙ 0 ∙ share

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A Communication-Efficient Distributed Algorithm for Kernel Principal Component Analysis

Principal Component Analysis (PCA) is a fundamental technology in machin...
05/06/2020 ∙ by Fan He, et al. ∙ 5 ∙ share

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Clustering via torque balance with mass and distance

Grouping similar objects is a fundamental tool of scientific analysis, u...
04/27/2020 ∙ by Jie Yang, et al. ∙ 8 ∙ share

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Sparse Generalized Canonical Correlation Analysis: Distributed Alternating Iteration based Approach

Sparse canonical correlation analysis (CCA) is a useful statistical tool...
04/23/2020 ∙ by Jia Cai, et al. ∙ 6 ∙ share

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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...
04/05/2020 ∙ by Pourya Shamsolmoali, et al. ∙ 19 ∙ share

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Stereo Endoscopic Image Super-Resolution Using Disparity-Constrained Parallel Attention

With the popularity of stereo cameras in computer assisted surgery techn...
03/19/2020 ∙ by Tianyi Zhang, et al. ∙ 3 ∙ share

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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...
03/18/2020 ∙ by Pourya Shamsolmoali, et al. ∙ 1 ∙ share

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A novel Deep Structure U-Net for Sea-Land Segmentation in Remote Sensing Images

Sea-land segmentation is an important process for many key applications ...
03/17/2020 ∙ by Pourya Shamsolmoali, et al. ∙ 1 ∙ share

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Real-time Image Smoothing via Iterative Least Squares

Edge-preserving image smoothing is a fundamental procedure for many comp...
03/17/2020 ∙ by Wei Liu, et al. ∙ 0 ∙ share

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Learning to Incorporate Structure Knowledge for Image Inpainting

This paper develops a multi-task learning framework that attempts to inc...
02/11/2020 ∙ by Jie Yang, et al. ∙ 7 ∙ share

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Optimal Crossover Designs for Generalized Linear Models

We identify locally D-optimal crossover designs for generalized linear m...
01/17/2020 ∙ by Jeevan Jankar, et al. ∙ 0 ∙ share

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Asymmetric Correlation Quantization Hashing for Cross-modal Retrieval

Due to the superiority in similarity computation and database storage fo...
01/14/2020 ∙ by Lu Wang, et al. ∙ 5 ∙ share

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Mixed-Precision 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...
12/29/2019 ∙ by Tianshu Chu, et al. ∙ 10 ∙ share

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Semi-Supervised Deep Learning Using Improved Unsupervised Discriminant Projection

Deep learning demands a huge amount of well-labeled data to train the ne...
12/19/2019 ∙ by Xiao Han, et al. ∙ 25 ∙ share

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CNN-Based 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...
12/17/2019 ∙ by Zeyu Deng, et al. ∙ 8 ∙ share

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A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection

Microblogging platforms such as Twitter are increasingly being used in e...
12/02/2019 ∙ by Akansha Bhardwaj, et al. ∙ 16 ∙ share

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Adaptive Initialization Method for K-means Algorithm

The K-means algorithm is a widely used clustering algorithm that offers ...
11/27/2019 ∙ by Jie Yang, et al. ∙ 23 ∙ share

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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...
11/20/2019 ∙ by Fanghui Liu, et al. ∙ 16 ∙ share

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Cluster-wise Unsupervised Hashing for Cross-Modal Similarity Search

In this paper, we present a new cluster-wise unsupervised hashing (CUH) ...
11/11/2019 ∙ by Lu Wang, et al. ∙ 12 ∙ share

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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...
10/30/2019 ∙ by Yi-Ling Qiao, et al. ∙ 23 ∙ share

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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...
09/19/2019 ∙ by Zhu Sun, et al. ∙ 0 ∙ share

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3-D Positioning and Environment Mapping for mmWave Communication Systems

Millimeter-wave (mmWave) cloud radio access networks (CRANs) provide new...
08/12/2019 ∙ by Jie Yang, et al. ∙ 0 ∙ share

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Mesh Variational Autoencoders with Edge Contraction Pooling

3D shape analysis is an important research topic in computer vision and ...
08/07/2019 ∙ by Yu-Jie Yuan, et al. ∙ 6 ∙ share

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A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing

Image smoothing is a fundamental procedure in applications of both compu...
07/23/2019 ∙ by Wei Liu, et al. ∙ 2 ∙ share

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AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks

Airway segmentation on CT scans is critical for pulmonary disease diagno...
07/16/2019 ∙ by Yulei Qin, et al. ∙ 0 ∙ share

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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...
07/01/2019 ∙ by Xinyang Feng, et al. ∙ 6 ∙ share

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A Review of Semi Supervised Learning Theories and Recent Advances

Semi-supervised learning, which has emerged from the beginning of this c...
05/28/2019 ∙ by Enmei Tu, et al. ∙ 0 ∙ share

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An Effective Two-Branch Model-Based Deep Network for Single Image Deraining

Removing rain effects from an image automatically has many applications ...
05/14/2019 ∙ by Yinglong Wang, et al. ∙ 6 ∙ share

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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...
04/15/2019 ∙ by Fanghui Liu, et al. ∙ 26 ∙ share

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A Regularization Approach for Instance-Based Superset Label Learning

Different from the traditional supervised learning in which each trainin...
04/05/2019 ∙ by Chen gong, et al. ∙ 24 ∙ share

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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...
02/17/2019 ∙ by Sanli Tang, et al. ∙ 6 ∙ share

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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...
02/13/2019 ∙ by Siyan Tao, et al. ∙ 2 ∙ share

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Class-Aware Adversarial Lung Nodule Synthesis in CT Images

Though large-scale datasets are essential for training deep learning sys...
12/28/2018 ∙ by Jie Yang, et al. ∙ 14 ∙ share

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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...
12/19/2018 ∙ by Xinyang Feng, et al. ∙ 2 ∙ share

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Embedding Bilateral Filter in Least Squares for Efficient Edge-preserving Image Smoothing

Edge-preserving smoothing is a fundamental procedure for many computer v...
12/18/2018 ∙ by Wei Liu, et al. ∙ 0 ∙ share

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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 ...
12/04/2018 ∙ by Siqi Liu, et al. ∙ 4 ∙ share

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Hardware-Constrained Millimeter Wave Systems for 5G: Challenges, Opportunities, and Solutions

Although millimeter wave (mmWave) systems promise to offer larger bandwi...
11/08/2018 ∙ by Xi Yang, et al. ∙ 0 ∙ share

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Score-Matching Representative Approach for Big Data Analysis with Generalized Linear Models

We propose a fast and efficient strategy, called the representative appr...
11/01/2018 ∙ by Keren Li, et al. ∙ 0 ∙ share

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Subword Encoding in Lattice LSTM for Chinese Word Segmentation

We investigate a lattice LSTM network for Chinese word segmentation (CWS...
10/30/2018 ∙ by Jie Yang, et al. ∙ 0 ∙ share

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Varifocal-Net: A Chromosome Classification Approach using Deep Convolutional Networks

Chromosome classification is critical for karyotyping in abnormality dia...
10/13/2018 ∙ by Yulei Qin, et al. ∙ 0 ∙ share

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Generalization Properties of hyper-RKHS and its Application to Out-of-Sample Extensions

Hyper-kernels endowed by hyper-Reproducing Kernel Hilbert Space (hyper-R...
09/26/2018 ∙ by Fanghui Liu, et al. ∙ 0 ∙ share

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Jie Yang

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