b'Jia Guo'

research

∙ 08/16/2023

ALIP: Adaptive Language-Image Pre-training with Synthetic Caption

Contrastive Language-Image Pre-training (CLIP) has significantly boosted...

0 Kaicheng Yang, et al. ∙

research

∙ 07/24/2023

Learning Resource Allocation Policy: Vertex-GNN or Edge-GNN?

Graph neural networks (GNNs) update the hidden representations of vertic...

0 Yao Peng, et al. ∙

research

∙ 06/05/2023

ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction

Most advanced unsupervised anomaly detection (UAD) methods rely on model...

0 Jia Guo, et al. ∙

research

∙ 05/31/2023

AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach

Argument mining involves multiple sub-tasks that automatically identify ...

0 Jia Guo, et al. ∙

research

∙ 04/12/2023

Unicom: Universal and Compact Representation Learning for Image Retrieval

Modern image retrieval methods typically rely on fine-tuning pre-trained...

0 Xiang An, et al. ∙

research

∙ 04/12/2023

Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results

Face anti-spoofing (FAS) is an essential mechanism for safeguarding the ...

16 Dong Wang, et al. ∙

research

∙ 04/07/2023

Efficient automatic segmentation for multi-level pulmonary arteries: The PARSE challenge

Efficient automatic segmentation of multi-level (i.e. main and branch) p...

1 Gongning Luo, et al. ∙

research

∙ 04/03/2023

Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction

Document-level relation extraction (DocRE) predicts relations for entity...

0 Jia Guo, et al. ∙

research

∙ 03/16/2023

3D Masked Autoencoding and Pseudo-labeling for Domain Adaptive Segmentation of Heterogeneous Infant Brain MRI

Robust segmentation of infant brain MRI across multiple ages, modalities...

0 Xuzhe Zhang, et al. ∙

research

∙ 12/16/2022

SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation

Human organs constantly undergo anatomical changes due to a complex mix ...

6 Jee Seok Yoon, et al. ∙

research

∙ 12/06/2022

Weakly-Supervised Gaze Estimation from Synthetic Views

3D gaze estimation is most often tackled as learning a direct mapping be...

0 Evangelos Ververas, et al. ∙

research

∙ 12/01/2022

A Model-based GNN for Learning Precoding

Learning precoding policies with neural networks enables low complexity ...

0 Jia Guo, et al. ∙

research

∙ 11/22/2022

Brain MRI-to-PET Synthesis using 3D Convolutional Attention Networks

Accurate quantification of cerebral blood flow (CBF) is essential for th...

0 Ramy Hussein, et al. ∙

research

∙ 10/24/2022

A Novel Adaptive Causal Sampling Method for Physics-Informed Neural Networks

Physics-Informed Neural Networks (PINNs) have become a kind of attractiv...

0 Jia Guo, et al. ∙

research

∙ 06/26/2022

Detecting Schizophrenia with 3D Structural Brain MRI Using Deep Learning

Schizophrenia is a chronic neuropsychiatric disorder that causes distinc...

0 Junhao Zhang, et al. ∙

research

∙ 05/28/2022

WT-MVSNet: Window-based Transformers for Multi-view Stereo

Recently, Transformers were shown to enhance the performance of multi-vi...

0 Jinli Liao, et al. ∙

research

∙ 03/28/2022

Killing Two Birds with One Stone:Efficient and Robust Training of Face Recognition CNNs by Partial FC

Learning discriminative deep feature embeddings by using million-scale i...

0 Xiang An, et al. ∙

research

∙ 02/12/2022

Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET Translation

Accurate quantification of cerebral blood flow (CBF) is essential for th...

0 Ramy Hussein, et al. ∙

research

∙ 01/21/2022

Improving Across-Dataset Brain Tissue Segmentation Using Transformer

Brain tissue segmentation has demonstrated great utility in quantifying ...

0 Vishwanatha M. Rao, et al. ∙

research

∙ 09/29/2021

BiQUE: Biquaternionic Embeddings of Knowledge Graphs

Knowledge graph embeddings (KGEs) compactly encode multi-relational know...

0 Jia Guo, et al. ∙

research

∙ 08/18/2021

Masked Face Recognition Challenge: The InsightFace Track Report

During the COVID-19 coronavirus epidemic, almost everyone wears a facial...

0 Jiankang Deng, et al. ∙

research

∙ 08/16/2021

Masked Face Recognition Challenge: The WebFace260M Track Report

According to WHO statistics, there are more than 204,617,027 confirmed C...

0 Zheng Zhu, et al. ∙

research

∙ 06/14/2021

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

Unsupervised learning-based medical image registration approaches have w...

18 Xinzi He, et al. ∙

research

∙ 05/28/2021

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

Magnetic resonance imaging (MRI) noninvasively provides critical informa...

34 Xuzhe Zhang, et al. ∙

research

∙ 05/10/2021

Sample and Computation Redistribution for Efficient Face Detection

Although tremendous strides have been made in uncontrolled face detectio...

10 Jia Guo, et al. ∙

research

∙ 04/10/2021

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...

30 Nanyan Zhu, et al. ∙

research

∙ 12/08/2020

LAMP: Label Augmented Multimodal Pretraining

Multi-modal representation learning by pretraining has become an increas...

0 Jia Guo, et al. ∙

research

∙ 11/06/2020

Learning Power Control for Cellular Systems with Heterogeneous Graph Neural Network

Optimizing power control in multi-cell cellular networks with deep learn...

0 Jia Guo, et al. ∙

research

∙ 10/15/2020

Spherical Knowledge Distillation

Knowledge distillation aims at obtaining a small but effective deep mode...

6 Jia Guo, et al. ∙

research

∙ 08/03/2020

MusiCoder: A Universal Music-Acoustic Encoder Based on Transformers

Music annotation has always been one of the critical topics in the field...

0 Yilun Zhao, et al. ∙

research

∙ 07/22/2020

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...

0 Sang Won Lee, et al. ∙

research

∙ 04/11/2020

Intrinsic and Extrinsic Approximation of Koopman Operators over Manifolds

This paper derives rates of convergence of certain approximations of the...

0 Sai Tej Paruchuri, et al. ∙

research

∙ 01/29/2020

Constructing Deep Neural Networks with a Priori Knowledge of Wireless Tasks

Deep neural networks (DNNs) have been employed for designing wireless sy...

0 Jia Guo, et al. ∙

research

∙ 01/15/2020

Substituting Gadolinium in Brain MRI Using DeepContrast

Cerebral blood volume (CBV) is a hemodynamic correlate of oxygen metabol...

9 Haoran Sun, et al. ∙

research

∙ 01/15/2020

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...

14 Nanyan Zhu, et al. ∙

research

∙ 12/10/2019

Calcaneus Radiograph Analysis System: Calcaneal Angles Measurement and Fracture Identification

Calcaneus is the largest tarsal bone designed to withstand the daily str...

19 Jia Guo, et al. ∙

research

∙ 10/30/2019

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

Deep neural networks (DNNs) have been employed for designing wireless ne...

0 Jia Guo, et al. ∙

research

∙ 06/11/2019

Evolutionary Trigger Set Generation for DNN Black-Box Watermarking

The commercialization of deep learning creates a compelling need for int...

0 Jia Guo, et al. ∙

research

∙ 05/02/2019

RetinaFace: Single-stage Dense Face Localisation in the Wild

Though tremendous strides have been made in uncontrolled face detection,...

0 Jiankang Deng, et al. ∙

research

∙ 12/05/2018

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

Facial landmark localisation in images captured in-the-wild is an import...

4 Jia Guo, et al. ∙

research

∙ 08/01/2018

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...

0 Sheng Chen, et al. ∙

research

∙ 03/28/2018

Exploiting Residual Resources to Support High Throughput with Resource Allocation

Residual radio resources are abundant in wireless networks due to dynami...

0 Jia Guo, et al. ∙

research

∙ 01/23/2018

ArcFace: Additive Angular Margin Loss for Deep Face Recognition

Convolutional neural networks have significantly boosted the performance...

0 Jiankang Deng, et al. ∙

Jia Guo

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