b'Jia Guo'

Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans

Unsupervised learning-based medical image registration approaches have w...
06/14/2021 ∙ by Xinzi He, et al. ∙ 18 ∙ share

read it
PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer

Magnetic resonance imaging (MRI) noninvasively provides critical informa...
05/28/2021 ∙ by Xuzhe Zhang, et al. ∙ 34 ∙ share

read it
Sample and Computation Redistribution for Efficient Face Detection

Although tremendous strides have been made in uncontrolled face detectio...
05/10/2021 ∙ by Jia Guo, et al. ∙ 10 ∙ share

read it
Deep Learning Identifies Neuroimaging Signatures of Alzheimer's Disease Using Structural and Synthesized Functional MRI Data

Current neuroimaging techniques provide paths to investigate the structu...
04/10/2021 ∙ by Nanyan Zhu, et al. ∙ 30 ∙ share

read it
LAMP: Label Augmented Multimodal Pretraining

Multi-modal representation learning by pretraining has become an increas...
12/08/2020 ∙ by Jia Guo, et al. ∙ 0 ∙ share

read it
Learning Power Control for Cellular Systems with Heterogeneous Graph Neural Network

Optimizing power control in multi-cell cellular networks with deep learn...
11/06/2020 ∙ by Jia Guo, et al. ∙ 0 ∙ share

read it
Spherical Knowledge Distillation

Knowledge distillation aims at obtaining a small but effective deep mode...
10/15/2020 ∙ by Jia Guo, et al. ∙ 6 ∙ share

read it
MusiCoder: A Universal Music-Acoustic Encoder Based on Transformers

Music annotation has always been one of the critical topics in the field...
08/03/2020 ∙ by Yilun Zhao, et al. ∙ 0 ∙ share

read it
Darwin's Neural Network: AI-based Strategies for Rapid and Scalable Cell and Coronavirus Screening

Recent advances in the interdisciplinary scientific field of machine per...
07/22/2020 ∙ by Sang Won Lee, et al. ∙ 0 ∙ share

read it
Intrinsic and Extrinsic Approximation of Koopman Operators over Manifolds

This paper derives rates of convergence of certain approximations of the...
04/11/2020 ∙ by Sai Tej Paruchuri, et al. ∙ 0 ∙ share

read it
Constructing Deep Neural Networks with a Priori Knowledge of Wireless Tasks

Deep neural networks (DNNs) have been employed for designing wireless sy...
01/29/2020 ∙ by Jia Guo, et al. ∙ 0 ∙ share

read it
Substituting Gadolinium in Brain MRI Using DeepContrast

Cerebral blood volume (CBV) is a hemodynamic correlate of oxygen metabol...
01/15/2020 ∙ by Haoran Sun, et al. ∙ 9 ∙ share

read it
Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape Features

The ability to extrapolate gene expression dynamics in living single cel...
01/15/2020 ∙ by Nanyan Zhu, et al. ∙ 14 ∙ share

read it
Calcaneus Radiograph Analysis System: Calcaneal Angles Measurement and Fracture Identification

Calcaneus is the largest tarsal bone designed to withstand the daily str...
12/10/2019 ∙ by Jia Guo, et al. ∙ 19 ∙ share

read it
Structure of Deep Neural Networks with a Priori Information in Wireless Tasks

Deep neural networks (DNNs) have been employed for designing wireless ne...
10/30/2019 ∙ by Jia Guo, et al. ∙ 0 ∙ share

read it
Evolutionary Trigger Set Generation for DNN Black-Box Watermarking

The commercialization of deep learning creates a compelling need for int...
06/11/2019 ∙ by Jia Guo, et al. ∙ 0 ∙ share

read it
RetinaFace: Single-stage Dense Face Localisation in the Wild

Though tremendous strides have been made in uncontrolled face detection,...
05/02/2019 ∙ by Jiankang Deng, et al. ∙ 0 ∙ share

read it
Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment

Facial landmark localisation in images captured in-the-wild is an import...
12/05/2018 ∙ by Jia Guo, et al. ∙ 4 ∙ share

read it
Global Norm-Aware Pooling for Pose-Robust Face Recognition at Low False Positive Rate

In this paper, we propose a novel Global Norm-Aware Pooling (GNAP) block...
08/01/2018 ∙ by Sheng Chen, et al. ∙ 0 ∙ share

read it
Exploiting Residual Resources to Support High Throughput with Resource Allocation

Residual radio resources are abundant in wireless networks due to dynami...
03/28/2018 ∙ by Jia Guo, et al. ∙ 0 ∙ share

read it
ArcFace: Additive Angular Margin Loss for Deep Face Recognition

Convolutional neural networks have significantly boosted the performance...
01/23/2018 ∙ by Jiankang Deng, et al. ∙ 0 ∙ share

read it

Jia Guo

Featured Co-authors

Yang Liu

Deng Cai

Stefanos Zafeiriou

Sheng Chen

Chen Liu

Xiang Gao

Chen Zhu

Chenyang Yang

Xiaofei He

Yun Wang

Yao Hu

Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans

PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer

Sample and Computation Redistribution for Efficient Face Detection

Deep Learning Identifies Neuroimaging Signatures of Alzheimer's Disease Using Structural and Synthesized Functional MRI Data

LAMP: Label Augmented Multimodal Pretraining

Learning Power Control for Cellular Systems with Heterogeneous Graph Neural Network

Spherical Knowledge Distillation

MusiCoder: A Universal Music-Acoustic Encoder Based on Transformers

Darwin's Neural Network: AI-based Strategies for Rapid and Scalable Cell and Coronavirus Screening

Intrinsic and Extrinsic Approximation of Koopman Operators over Manifolds

Constructing Deep Neural Networks with a Priori Knowledge of Wireless Tasks

Substituting Gadolinium in Brain MRI Using DeepContrast

Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape Features

Calcaneus Radiograph Analysis System: Calcaneal Angles Measurement and Fracture Identification

Structure of Deep Neural Networks with a Priori Information in Wireless Tasks

Evolutionary Trigger Set Generation for DNN Black-Box Watermarking

RetinaFace: Single-stage Dense Face Localisation in the Wild

Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment

Global Norm-Aware Pooling for Pose-Robust Face Recognition at Low False Positive Rate

Exploiting Residual Resources to Support High Throughput with Resource Allocation

ArcFace: Additive Angular Margin Loss for Deep Face Recognition