Xin Yang

Designing Neural Networks for Real-Time Systems

Artificial Neural Networks (ANNs) are increasingly being used within saf...
08/26/2020 ∙ by Hammond Pearce, et al. ∙ 0 ∙ share

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Computer-aided Tumor Diagnosis in Automated Breast Ultrasound using 3D Detection Network

Automated breast ultrasound (ABUS) is a new and promising imaging modali...
07/31/2020 ∙ by Junxiong Yu, et al. ∙ 0 ∙ share

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Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound

3D ultrasound (US) is widely used due to its rich diagnostic information...
07/30/2020 ∙ by Yuhao Huang, et al. ∙ 13 ∙ share

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TENet: Triple Excitation Network for Video Salient Object Detection

In this paper, we propose a simple yet effective approach, named Triple ...
07/20/2020 ∙ by Sucheng Ren, et al. ∙ 0 ∙ share

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The Numerical Unified Transform Method for Initial-boundary Value Problems on the Half-line

We implement the Unified Transform Method of Fokas as a numerical method...
06/10/2020 ∙ by Bernard Deconinck, et al. ∙ 0 ∙ share

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Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes

Background and Objective: Biometric measurements of fetal head are impor...
04/28/2020 ∙ by Xin Yang, et al. ∙ 5 ∙ share

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A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI

Fetal cortical plate segmentation is essential in quantitative analysis ...
04/27/2020 ∙ by Haoran Dou, et al. ∙ 12 ∙ share

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Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANs

Ultrasound (US) is widely accepted in clinic for anatomical structure in...
04/01/2020 ∙ by Jiamin Liang, et al. ∙ 0 ∙ share

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Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound

3D ultrasound (US) can facilitate detailed prenatal examinations for fet...
04/01/2020 ∙ by Chaoyu Chen, et al. ∙ 0 ∙ share

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Sketching Transformed Matrices with Applications to Natural Language Processing

Suppose we are given a large matrix A=(a_i,j) that cannot be stored in m...
02/23/2020 ∙ by Yingyu Liang, et al. ∙ 0 ∙ share

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Remove Appearance Shift for Ultrasound Image Segmentation via Fast and Universal Style Transfer

Deep Neural Networks (DNNs) suffer from the performance degradation when...
02/14/2020 ∙ by Zhendong Liu, et al. ∙ 0 ∙ share

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One-Shot Imitation Filming of Human Motion Videos

Imitation learning has been applied to mimic the operation of a human ca...
12/23/2019 ∙ by Chong Huang, et al. ∙ 3 ∙ share

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Adaptive Densely Connected Super-Resolution Reconstruction

For a better performance in single image super-resolution(SISR), we pres...
12/17/2019 ∙ by Tangxin Xie, et al. ∙ 38 ∙ share

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FetusMap: Fetal Pose Estimation in 3D Ultrasound

The 3D ultrasound (US) entrance inspires a multitude of automated prenat...
10/11/2019 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound

Standard plane localization is crucial for ultrasound (US) diagnosis. In...
10/10/2019 ∙ by Haoran Dou, et al. ∙ 0 ∙ share

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Celeb-DF: A New Dataset for DeepFake Forensics

AI-synthesized face swapping videos, commonly known as the DeepFakes, ha...
09/27/2019 ∙ by Yuezun Li, et al. ∙ 0 ∙ share

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Total Least Squares Regression in Input Sparsity Time

In the total least squares problem, one is given an m × n matrix A, and ...
09/27/2019 ∙ by Huaian Diao, et al. ∙ 0 ∙ share

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Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes

Volumetric ultrasound has great potentials in promoting prenatal examina...
08/31/2019 ∙ by Xu Wang, et al. ∙ 0 ∙ share

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Urban flows prediction from spatial-temporal data using machine learning: A survey

Urban spatial-temporal flows prediction is of great importance to traffi...
08/26/2019 ∙ by Peng Xie, et al. ∙ 19 ∙ share

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Where Is My Mirror?

Mirrors are everywhere in our daily lives. Existing computer vision syst...
08/24/2019 ∙ by Xin Yang, et al. ∙ 15 ∙ share

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DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution with Large Factors

Recently, single-image super-resolution has made great progress owing to...
08/23/2019 ∙ by Xin Yang, et al. ∙ 23 ∙ share

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Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images

Automatic and accurate segmentation for retinal and choroidal layers of ...
08/22/2019 ∙ by Jiexiang Wang, et al. ∙ 0 ∙ share

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MIN: Co-Governing Multi-Identifier Network Architecture and its Prototype on Operator's Network

IP protocol is the core of TCP/IP network layer. However, since IP addre...
08/01/2019 ∙ by Hui Li, et al. ∙ 0 ∙ share

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Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

Automatic prostate segmentation in transrectal ultrasound (TRUS) images ...
07/03/2019 ∙ by Yi Wang, et al. ∙ 3 ∙ share

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Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation

Accurate segmentation of the optic disc (OD) and cup (OC)in fundus image...
06/26/2019 ∙ by Shujun Wang, et al. ∙ 1 ∙ share

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Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations

Recent years have seen fast development in synthesizing realistic human ...
06/21/2019 ∙ by Yuezun Li, et al. ∙ 2 ∙ share

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The Prototype of Decentralized Multilateral Co-Governing Post-IP Internet Architecture and Its Testing on Operator Networks

The Internet has become the most important infrastructure of modern soci...
06/17/2019 ∙ by Hui Li, et al. ∙ 0 ∙ share

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Quadratic Suffices for Over-parametrization via Matrix Chernoff Bound

We improve the over-parametrization size over two beautiful results [Li ...
06/09/2019 ∙ by Zhao Song, et al. ∙ 0 ∙ share

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A near-optimal algorithm for approximating the John Ellipsoid

We develop a simple and efficient algorithm for approximating the John E...
05/28/2019 ∙ by Michael B. Cohen, et al. ∙ 0 ∙ share

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DEMC: A Deep Dual-Encoder Network for Denoising Monte Carlo Rendering

In this paper, we present DEMC, a deep Dual-Encoder network to remove Mo...
05/10/2019 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset

Removing rain streaks from a single image has been drawing considerable ...
04/02/2019 ∙ by Tianyu Wang, et al. ∙ 0 ∙ share

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Exposing GAN-synthesized Faces Using Landmark Locations

Generative adversary networks (GANs) have recently led to highly realist...
03/30/2019 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning

In this paper, we propose a novel meta learning approach for automatic c...
03/25/2019 ∙ by Zechun Liu, et al. ∙ 0 ∙ share

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Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image

We present a deep reinforcement learning method of progressive view inpa...
03/10/2019 ∙ by Xiaoguang Han, et al. ∙ 16 ∙ share

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Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge

Knowledge of whole heart anatomy is a prerequisite for many clinical app...
02/21/2019 ∙ by Xiahai Zhuang, et al. ∙ 14 ∙ share

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Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation

Glaucoma is a leading cause of irreversible blindness. Accurate segmenta...
02/20/2019 ∙ by Shujun Wang, et al. ∙ 12 ∙ share

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Semi-supervised mp-MRI Data Synthesis with StitchLayer and Auxiliary Distance Maximization

In this paper, we address the problem of synthesizing multi-parameter ma...
12/17/2018 ∙ by Zhiwei Wang, et al. ∙ 10 ∙ share

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Combating Uncertainty with Novel Losses for Automatic Left Atrium Segmentation

Segmenting left atrium in MR volume holds great potentials in promoting ...
12/14/2018 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation

Accurately segmenting left atrium in MR volume can benefit the ablation ...
12/14/2018 ∙ by Cheng Bian, et al. ∙ 0 ∙ share

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Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture

We propose Deep Hierarchical Machine (DHM), a model inspired from the di...
12/03/2018 ∙ by Shichao Li, et al. ∙ 0 ∙ share

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Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance

In this paper, we study 1-bit convolutional neural networks (CNNs), of w...
11/04/2018 ∙ by Zechun Liu, et al. ∙ 0 ∙ share

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Exposing Deep Fakes Using Inconsistent Head Poses

In this paper, we propose a new method to expose AI-generated fake face ...
11/01/2018 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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Tool Breakage Detection using Deep Learning

In manufacture, steel and other metals are mainly cut and shaped during ...
08/16/2018 ∙ by Guang Li, et al. ∙ 0 ∙ share

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Neural Collaborative Ranking

Recommender systems are aimed at generating a personalized ranked list o...
08/15/2018 ∙ by Bo Song, et al. ∙ 0 ∙ share

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Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm

In this work, we study the 1-bit convolutional neural networks (CNNs), o...
08/01/2018 ∙ by Zechun Liu, et al. ∙ 0 ∙ share

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On the Bias of Reed-Muller Codes over Odd Prime Fields

We study the bias of random bounded-degree polynomials over odd prime fi...
06/18/2018 ∙ by Paul Beame, et al. ∙ 0 ∙ share

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Active Object Reconstruction Using a Guided View Planner

Inspired by the recent advance of image-based object reconstruction usin...
05/08/2018 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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Neural Compatibility Modeling with Attentive Knowledge Distillation

Recently, the booming fashion sector and its huge potential benefits hav...
04/17/2018 ∙ by Xuemeng Song, et al. ∙ 0 ∙ share

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Image Correction via Deep Reciprocating HDR Transformation

Image correction aims to adjust an input image into a visually pleasing ...
04/12/2018 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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Influential User Subscription on Time-Decaying Social Streams

Influence maximization which asks for k-size seed set from a social netw...
02/14/2018 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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Xin Yang

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