Li Lin | DeepAI

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Featured Co-authors

Dacheng Tao
441 publications
Philip S. Yu
267 publications
Yuan Xie
110 publications
Peng Li
106 publications
Huazhu Fu
95 publications
Shuang Li
90 publications
Jianmin Wang
61 publications
Min Wu
56 publications
Yanwu Xu
43 publications
Yang Wu
41 publications
Fumin Shen
41 publications

∙ 03/08/2023

Learning Enhancement From Degradation: A Diffusion Model For Fundus Image Enhancement

The quality of a fundus image can be compromised by numerous factors, ma...

0 Puijin Cheng, et al. ∙

∙ 12/20/2022

UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment

Medical image quality assessment (MIQA) is a vital prerequisite in vario...

0 Juntao Chen, et al. ∙

∙ 12/11/2022

YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation

Weakly-supervised learning (WSL) has been proposed to alleviate the conf...

0 Li Lin, et al. ∙

∙ 11/11/2022

A spectral collocation method for elliptic PDEs in irregular domains with Fourier extension

Based on the Fourier extension, we propose an oversampling collocation m...

0 Xianru Chen, et al. ∙

∙ 10/31/2022

Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution

We propose the first character-level white-box adversarial attack method...

0 Aiwei Liu, et al. ∙

∙ 08/08/2022

Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph

The generalizability to new databases is of vital importance to Text-to-...

0 Aiwei Liu, et al. ∙

∙ 07/27/2022

AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation

Convolutional neural networks have been widely applied to medical image ...

23 Junyan Lyu, et al. ∙

∙ 05/31/2022

A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference

Natural Language Inference (NLI) is a growingly essential task in natura...

9 Shu'ang Li, et al. ∙

∙ 03/14/2022

DS3-Net: Difficulty-perceived Common-to-T1ce Semi-Supervised Multimodal MRI Synthesis Network

Contrast-enhanced T1 (T1ce) is one of the most essential magnetic resona...

13 Ziqi Huang, et al. ∙

∙ 03/09/2022

Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification

A large-scale labeled dataset is a key factor for the success of supervi...

1 Zhiyuan Cai, et al. ∙

∙ 03/09/2022

Multi-modal Brain Tumor Segmentation via Missing Modality Synthesis and Modality-level Attention Fusion

Multi-modal magnetic resonance (MR) imaging provides great potential for...

37 Ziqi Huang, et al. ∙

∙ 03/07/2022

Student Become Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation

Unsupervised domain adaptation has been proposed recently to tackle the ...

0 Linkai Peng, et al. ∙

∙ 03/01/2022

JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection

Fundus photography has been routinely used to document the presence and ...

0 Huaqing He, et al. ∙

∙ 02/14/2022

GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges

Color fundus photography and Optical Coherence Tomography (OCT) are the ...

5 Junde Wu, et al. ∙

∙ 01/26/2022

Pair-Level Supervised Contrastive Learning for Natural Language Inference

Natural language inference (NLI) is an increasingly important task for n...

0 Shu'ang Li, et al. ∙

∙ 01/18/2022

Inferring Commonsense Explanations as Prompts for Future Event Generation

Future Event Generation aims to generate fluent and reasonable future ev...

7 Li Lin, et al. ∙

∙ 01/13/2022

Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning

Various deep learning models have been developed to segment anatomical s...

10 Linkai Peng, et al. ∙

∙ 01/11/2022

COROLLA: An Efficient Multi-Modality Fusion Framework with Supervised Contrastive Learning for Glaucoma Grading

Glaucoma is one of the ophthalmic diseases that may cause blindness, for...

0 Zhiyuan Cai, et al. ∙

∙ 10/27/2021

Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation

Although deep learning based diabetic retinopathy (DR) classification me...

13 Yijin Huang, et al. ∙

∙ 09/14/2021

Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction

Low-resource Relation Extraction (LRE) aims to extract relation facts fr...

14 Xuming Hu, et al. ∙

∙ 07/17/2021

Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images

Manually annotating medical images is extremely expensive, especially fo...

0 Yijin Huang, et al. ∙

∙ 07/10/2021

BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images

Optical coherence tomography angiography (OCTA) is a novel non-invasive ...

1 Li Lin, et al. ∙

∙ 07/04/2019

An External Knowledge Enhanced Multi-label Charge Prediction Approach with Label Number Learning

Multi-label charge prediction is a task to predict the corresponding acc...

0 Duan Wei, et al. ∙

∙ 04/19/2019

StegoAppDB: a Steganography Apps Forensics Image Database

In this paper, we present a new reference dataset simulating digital evi...

0 Jennifer Newman, et al. ∙

∙ 02/12/2019

Distributed and Application-aware Task Scheduling in Edge-clouds

Edge computing is an emerging technology which places computing at the e...

0 Li Lin, et al. ∙

∙ 08/01/2018

Tackling Android Stego Apps in the Wild

Digital image forensics is a young but maturing field, encompassing key ...

0 Wenhao Chen, et al. ∙

∙ 06/04/2018

Echo: An Edge-Centric Code Offloading System with Quality of Service Guarantee

Code offloading is promising to accelerate mobile applications and save ...

0 Li Lin, et al. ∙

∙ 09/15/2017

Joint Hierarchical Category Structure Learning and Large-Scale Image Classification

We investigate the scalable image classification problem with a large nu...

0 Yanyun Qu, et al. ∙