b'Xin Yang'

FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Convergence Analysis

Federated Learning (FL) is an emerging learning scheme that allows diffe...
05/11/2021 ∙ by Baihe Huang, et al. ∙ 4 ∙ share

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A Two-Stage Attentive Network for Single Image Super-Resolution

Recently, deep convolutional neural networks (CNNs) have been widely exp...
04/21/2021 ∙ by Jiqing Zhang, et al. ∙ 0 ∙ share

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Camouflaged Object Segmentation with Distraction Mining

Camouflaged object segmentation (COS) aims to identify objects that are ...
04/21/2021 ∙ by Haiyang Mei, et al. ∙ 0 ∙ share

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Smart Scribbles for Image Mating

Image matting is an ill-posed problem that usually requires additional u...
03/31/2021 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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

Accurate standard plane (SP) localization is the fundamental step for pr...
03/26/2021 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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Label Leakage and Protection in Two-party Split Learning

In vertical federated learning, two-party split learning has become an i...
02/17/2021 ∙ by Oscar Li, et al. ∙ 0 ∙ share

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Automatic Comic Generation with Stylistic Multi-page Layouts and Emotion-driven Text Balloon Generation

In this paper, we propose a fully automatic system for generating comic ...
01/26/2021 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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CPT: Efficient Deep Neural Network Training via Cyclic Precision

Low-precision deep neural network (DNN) training has gained tremendous a...
01/25/2021 ∙ by Yonggan Fu, et al. ∙ 0 ∙ share

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Generalize Ultrasound Image Segmentation via Instant and Plug Play Style Transfer

Deep segmentation models that generalize to images with unknown appearan...
01/11/2021 ∙ by Zhendong Liu, et al. ∙ 0 ∙ share

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Multi-scale Information Assembly for Image Matting

Image matting is a long-standing problem in computer graphics and vision...
01/07/2021 ∙ by Yu Qiao, et al. ∙ 5 ∙ share

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DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets

Deep convolutional neural networks have significantly boosted the perfor...
10/13/2020 ∙ by Shujun Wang, et al. ∙ 13 ∙ share

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Contrastive Rendering for Ultrasound Image Segmentation

Ultrasound (US) image segmentation embraced its significant improvement ...
10/10/2020 ∙ by Haoming Li, et al. ∙ 16 ∙ share

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Weakly-supervised Salient Instance Detection

Existing salient instance detection (SID) methods typically learn from p...
09/29/2020 ∙ by Xin Tian, et al. ∙ 0 ∙ share

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Style-invariant Cardiac Image Segmentation with Test-time Augmentation

Deep models often suffer from severe performance drop due to the appeara...
09/24/2020 ∙ by Xiaoqiong Huang, et al. ∙ 0 ∙ share

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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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Xin Yang

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