Junde Wu | DeepAI

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Yu Zhang
406 publications
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263 publications
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140 publications
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127 publications
Yefeng Zheng
117 publications
Huazhu Fu
108 publications
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82 publications
Linlin Shen
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Fei Li
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Yanwu Xu
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∙ 06/18/2023

Quantum Algorithms for the Shortest Common Superstring and Text Assembling Problems

In this paper, we consider two versions of the Text Assembling problem. ...

0 Kamil Khadiev, et al. ∙

∙ 05/17/2023

PromptUNet: Toward Interactive Medical Image Segmentation

Prompt-based segmentation, also known as interactive segmentation, has r...

0 Junde Wu, et al. ∙

∙ 05/13/2023

PALM: Open Fundus Photograph Dataset with Pathologic Myopia Recognition and Anatomical Structure Annotation

Pathologic myopia (PM) is a common blinding retinal degeneration suffere...

6 Huihui Fang, et al. ∙

∙ 04/25/2023

Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation

The Segment Anything Model (SAM) has recently gained popularity in the f...

0 Junde Wu, et al. ∙

∙ 04/06/2023

A Fast and Lightweight Network for Low-Light Image Enhancement

Low-light images often suffer from severe noise, low brightness, low con...

0 Yu Zhang, et al. ∙

∙ 01/19/2023

MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer

The Diffusion Probabilistic Model (DPM) has recently gained popularity i...

0 Junde Wu, et al. ∙

∙ 12/01/2022

Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters

In medical image segmentation, it is often necessary to collect opinions...

0 Junde Wu, et al. ∙

∙ 11/29/2022

ExpNet: A unified network for Expert-Level Classification

Different from the general visual classification, some classification ta...

0 Junde Wu, et al. ∙

∙ 11/01/2022

MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model

Diffusion probabilistic model (DPM) recently becomes one of the hottest ...

1 Junde Wu, et al. ∙

∙ 09/23/2022

Learning to screen Glaucoma like the ophthalmologists

GAMMA Challenge is organized to encourage the AI models to screen the gl...

16 Junde Wu, et al. ∙

∙ 08/05/2022

Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle

On the medical images, many of the tissues/lesions may be ambiguous. Tha...

0 Junde Wu, et al. ∙

∙ 08/05/2022

An Efficient Person Clustering Algorithm for Open Checkout-free Groceries

Open checkout-free grocery is the grocery store where the customers neve...

1 Junde Wu, et al. ∙

∙ 07/29/2022

Dataset and Evaluation algorithm design for GOALS Challenge

Glaucoma causes irreversible vision loss due to damage to the optic nerv...

19 Huihui Fang, et al. ∙

∙ 06/12/2022

SeATrans: Learning Segmentation-Assisted diagnosis model via Transforme

Clinically, the accurate annotation of lesions/tissues can significantly...

0 Junde Wu, et al. ∙

∙ 06/10/2022

Learning self-calibrated optic disc and cup segmentation from multi-rater annotations

The segmentation of optic disc(OD) and optic cup(OC) from fundus images ...

0 Junde Wu, et al. ∙

∙ 06/08/2022

One Hyper-Initializer for All Network Architectures in Medical Image Analysis

Pre-training is essential to deep learning model performance, especially...

0 Fangxin Shang, 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. ∙

∙ 02/14/2022

Opinions Vary? Diagnosis First!

In medical image segmentation, images are usually annotated by several d...

0 Junde Wu, et al. ∙

∙ 07/29/2020

TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification

Retinal artery/vein (A/V) classification lays the foundation for the qua...

0 WenTing Chen, et al. ∙

∙ 07/22/2020

Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning

Recently, deep learning has been adopted to the glaucoma classification ...

0 Junde Wu, et al. ∙

∙ 08/29/2019

Universal, transferable and targeted adversarial attacks

Deep Neural Network has been found vulnerable in many previous works. A ...

22 Junde Wu, et al. ∙

∙ 03/07/2019

Learning deep neural networks in blind deblurring framework

Recently, end-to-end learning methods based on deep neural network (DNN)...

12 Junde Wu, et al. ∙

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