b'Jiang Liu'

research

∙ 09/17/2023

Efficient Pyramid Channel Attention Network for Pathological Myopia Detection

Pathological myopia (PM) is the leading ocular disease for impaired visi...

0 Xiaoqing Zhang, et al. ∙

research

∙ 09/06/2023

Promoting Open-domain Dialogue Generation through Learning Pattern Information between Contexts and Responses

Recently, utilizing deep neural networks to build the opendomain dialogu...

0 Mengjuan Liu, et al. ∙

research

∙ 09/02/2023

A Generic Fundus Image Enhancement Network Boosted by Frequency Self-supervised Representation Learning

Fundus photography is prone to suffer from image quality degradation tha...

0 Heng Li, et al. ∙

research

∙ 08/29/2023

Constructive Incremental Learning for Fault Diagnosis of Rolling Bearings with Ensemble Domain Adaptation

Given the prevalence of rolling bearing fault diagnosis as a practical i...

0 Jiang Liu, et al. ∙

research

∙ 07/18/2023

Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation

The annotation scarcity of medical image segmentation poses challenges i...

0 Heng Li, et al. ∙

research

∙ 07/02/2023

Cloud Ensemble Learning for Fault Diagnosis of Rolling Bearings with Stochastic Configuration Networks

Fault diagnosis of rolling bearings is of great significance for post-ma...

0 Wei Dai, et al. ∙

research

∙ 06/16/2023

Label-noise-tolerant medical image classification via self-attention and self-supervised learning

Deep neural networks (DNNs) have been widely applied in medical image cl...

0 Hongyang Jiang, et al. ∙

research

∙ 06/10/2023

ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning

This paper explores the task of radiology report generation, which aims ...

0 Wenjun Hou, et al. ∙

research

∙ 06/06/2023

TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition

Few-shot named entity recognition (NER) exploits limited annotated insta...

0 Jiang Liu, et al. ∙

research

∙ 05/30/2023

Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-aware Network

Robust and accurate segmentation for elongated physiological structures ...

0 Yinglin Zhang, et al. ∙

research

∙ 05/23/2023

DiffProtect: Generate Adversarial Examples with Diffusion Models for Facial Privacy Protection

The increasingly pervasive facial recognition (FR) systems raise serious...

0 Jiang Liu, et al. ∙

research

∙ 05/22/2023

Attribute-Guided Encryption with Facial Texture Masking

The increasingly pervasive facial recognition (FR) systems raise serious...

0 Chun Pong Lau, et al. ∙

research

∙ 04/26/2023

Learnable Ophthalmology SAM

Segmentation is vital for ophthalmology image analysis. But its various ...

0 Zhongxi Qiu, et al. ∙

research

∙ 04/25/2023

Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection

Deep neural networks (DNNs) have promoted the development of computer ai...

0 Hongyang Jiang, et al. ∙

research

∙ 03/03/2023

PPCR: Learning Pyramid Pixel Context Recalibration Module for Medical Image Classification

Spatial attention mechanism has been widely incorporated into deep convo...

0 Xiaoqing Zhangand Zunjie Xiao, et al. ∙

research

∙ 02/14/2023

PolyFormer: Referring Image Segmentation as Sequential Polygon Generation

In this work, instead of directly predicting the pixel-level segmentatio...

0 Jiang Liu, et al. ∙

research

∙ 11/17/2022

Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module

Hard exudates (HE) is the most specific biomarker for retina edema. Prec...

0 Jiayi Zhang, et al. ∙

research

∙ 11/01/2022

TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags

So far, discontinuous named entity recognition (NER) has received increa...

0 Jiang Liu, et al. ∙

research

∙ 10/18/2022

Degradation-invariant Enhancement of Fundus Images via Pyramid Constraint Network

As an economical and efficient fundus imaging modality, retinal fundus i...

4 Haofeng Liu, et al. ∙

research

∙ 08/23/2022

Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning

Automated detection of retinal structures, such as retinal vessels (RV),...

11 Jinkui Hao, et al. ∙

research

∙ 07/28/2022

SuperVessel: Segmenting High-resolution Vessel from Low-resolution Retinal Image

Vascular segmentation extracts blood vessels from images and serves as t...

10 Yan Hu, et al. ∙

research

∙ 06/23/2022

Weighted Concordance Index Loss-based Multimodal Survival Modeling for Radiation Encephalopathy Assessment in Nasopharyngeal Carcinoma Radiotherapy

Radiation encephalopathy (REP) is the most common complication for nasop...

5 Jiansheng Fang, et al. ∙

research

∙ 06/09/2022

Structure-consistent Restoration Network for Cataract Fundus Image Enhancement

Fundus photography is a routine examination in clinics to diagnose and m...

3 Heng Li, et al. ∙

research

∙ 06/07/2022

Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans

In the management of lung nodules, we are desirable to predict nodule ev...

2 Jiansheng Fang, et al. ∙

research

∙ 05/25/2022

Structure Unbiased Adversarial Model for Medical Image Segmentation

Generative models have been widely proposed in image recognition to gene...

0 Tianyang Zhang, et al. ∙

research

∙ 04/28/2022

One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation

Multi-contrast magnetic resonance imaging (MRI) is widely used in clinic...

1 Jiang Liu, et al. ∙

research

∙ 03/15/2022

An Annotation-free Restoration Network for Cataractous Fundus Images

Cataracts are the leading cause of vision loss worldwide. Restoration al...

8 Heng Li, et al. ∙

research

∙ 02/10/2022

Deep Learning for Computational Cytology: A Survey

Computational cytology is a critical, rapid-developing, yet challenging ...

11 Hao Jiang, et al. ∙

research

∙ 12/19/2021

Unified Named Entity Recognition as Word-Word Relation Classification

So far, named entity recognition (NER) has been involved with three majo...

8 Jingye Li, et al. ∙

research

∙ 12/12/2021

Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses

Adversarial training (AT) is considered to be one of the most reliable d...

1 Chun Pong Lau, et al. ∙

research

∙ 12/09/2021

Mutual Adversarial Training: Learning together is better than going alone

Recent studies have shown that robustness to adversarial attacks can be ...

6 Jiang Liu, et al. ∙

research

∙ 12/08/2021

Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection

Object detection plays a key role in many security-critical systems. Adv...

7 Jiang Liu, et al. ∙

research

∙ 11/24/2021

Spatial-context-aware deep neural network for multi-class image classification

Multi-label image classification is a fundamental but challenging task i...

12 Jialu Zhang, et al. ∙

research

∙ 10/05/2021

Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images

Anomaly detection in medical images refers to the identification of abno...

6 Kang Zhou, et al. ∙

research

∙ 05/26/2021

Weighing Features of Lung and Heart Regions for Thoracic Disease Classification

Chest X-rays are the most commonly available and affordable radiological...

11 Jiansheng Fang, et al. ∙

research

∙ 05/19/2021

Combating Ambiguity for Hash-code Learning in Medical Instance Retrieval

When encountering a dubious diagnostic case, medical instance retrieval ...

0 Jiansheng Fang, et al. ∙

research

∙ 02/26/2021

3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation

Optical Coherence Tomography Angiography (OCTA) has been increasingly us...

9 Shuai Yu, et al. ∙

research

∙ 01/29/2021

Deep Triplet Hashing Network for Case-based Medical Image Retrieval

Deep hashing methods have been shown to be the most efficient approximat...

1 Jiansheng Fang, et al. ∙

research

∙ 12/09/2020

Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey

Cataract is one of the leading causes of reversible visual impairment an...

13 Xiaoqing Zhang, et al. ∙

research

∙ 12/07/2020

Attention-based Saliency Hashing for Ophthalmic Image Retrieval

Deep hashing methods have been proved to be effective for the large-scal...

4 Jiansheng Fang, et al. ∙

research

∙ 12/07/2020

Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference

Latent Factor Model (LFM) is one of the most successful methods for Coll...

0 Jiansheng Fang, et al. ∙

research

∙ 10/15/2020

CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging

Automated detection of curvilinear structures, e.g., blood vessels or ne...

16 Lei Mou, et al. ∙

research

∙ 08/09/2020

Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images

Anomaly detection in retinal image refers to the identification of abnor...

5 Kang Zhou, et al. ∙

research

∙ 07/10/2020

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model

Optical Coherence Tomography Angiography (OCT-A) is a non-invasive imagi...

6 Yuhui Ma, et al. ∙

research

∙ 06/09/2020

Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences

Anterior chamber angle (ACA) classification is a key step in the diagnos...

5 Huaying Hao, et al. ∙

research

∙ 06/09/2020

Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT

Precise characterization and analysis of iris shape from Anterior Segmen...

8 Jinkui Hao, et al. ∙

research

∙ 05/15/2020

Beamforming Through Reconfigurable Intelligent Surfaces in Single-User MIMO Systems: SNR Distribution and Scaling Laws in the Presence of Channel Fading and Phase Noise

We consider a fading channel in which a multi-antenna transmitter commun...

0 Xuewen Qian, et al. ∙

research

∙ 05/05/2020

AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography

Angle closure glaucoma (ACG) is a more aggressive disease than open-angl...

6 Huazhu Fu, et al. ∙

research

∙ 01/31/2020

Lossless Attention in Convolutional Networks for Facial Expression Recognition in the Wild

Unlike the constraint frontal face condition, faces in the wild have var...

0 Chuang Wang, et al. ∙

research

∙ 01/15/2020

A Two-Stream Meticulous Processing Network for Retinal Vessel Segmentation

Vessel segmentation in fundus is a key diagnostic capability in ophthalm...

19 Shaoming Zheng, et al. ∙

Jiang Liu

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