Jia Guo

is this you? claim profile

0 followers
Columbia University ∙ Virginia Polytechnic Institute and State University

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

Stefanos Zafeiriou

Xiang Gao

Sheng Chen

Chen Liu

Chenyang Yang

Jiankang Deng

Haoran Wang

Andrew F. Laine

Haoran Sun

Irene Kotsia

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