Liyue Shen | DeepAI

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Featured Co-authors

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238 publications
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81 publications
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Olga Russakovsky
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∙ 05/12/2023

AWFSD: Accelerated Wirtinger Flow with Score-based Diffusion Image Prior for Poisson-Gaussian Holographic Phase Retrieval

Phase retrieval (PR) is an essential problem in a number of coherent ima...

0 Zongyu Li, et al. ∙

∙ 11/30/2021

A collection of the accepted abstracts for the Machine Learning for Health (ML4H) symposium 2021

A collection of the accepted abstracts for the Machine Learning for Heal...

1 Fabian Falck, et al. ∙

∙ 08/24/2021

NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction

Image reconstruction is an inverse problem that solves for a computation...

1 Liyue Shen, et al. ∙

∙ 05/25/2021

A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction

Deep learning affords enormous opportunities to augment the armamentariu...

36 Liyue Shen, et al. ∙

∙ 07/10/2020

Multi-Domain Image Completion for Random Missing Input Data

Multi-domain data are widely leveraged in vision applications taking adv...

0 Liyue Shen, et al. ∙

∙ 09/25/2019

A Mean-Field Theory for Kernel Alignment with Random Features in Generative Adversarial Networks

We propose a novel supervised learning method to optimize the kernel in ...

18 Masoud Badiei Khuzani, et al. ∙

∙ 12/09/2018

Deep Learning with Attention to Predict Gestational Age of the Fetal Brain

Fetal brain imaging is a cornerstone of prenatal screening and early dia...

0 Liyue Shen, et al. ∙

∙ 06/09/2017

Learning to Learn from Noisy Web Videos

Understanding the simultaneously very diverse and intricately fine-grain...

0 Serena Yeung, et al. ∙

∙ 02/07/2015

Person Re-identification Meets Image Search

For long time, person re-identification and image search are two separat...

0 Liang Zheng, et al. ∙

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