Chao Ren | DeepAI

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∙ 08/13/2023

Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches

Deep learning methods have shown remarkable performance in image denoisi...

0 Xin Lin, et al. ∙

∙ 08/10/2023

Attention-based 3D CNN with Multi-layer Features for Alzheimer's Disease Diagnosis using Brain Images

Structural MRI and PET imaging play an important role in the diagnosis o...

0 Yanteng Zhang, et al. ∙

∙ 07/31/2023

Random Sub-Samples Generation for Self-Supervised Real Image Denoising

With sufficient paired training samples, the supervised deep learning me...

0 Yizhong Pan, et al. ∙

∙ 06/16/2023

Towards Quantum Federated Learning

Quantum Federated Learning (QFL) is an emerging interdisciplinary field ...

0 Chao Ren, et al. ∙

∙ 05/06/2023

Unlocking Low-Light-Rainy Image Restoration by Pairwise Degradation Feature Vector Guidance

Rain in the dark is a common natural phenomenon. Photos captured in such...

1 Xin Lin, et al. ∙

∙ 06/10/2021

Multi-resolution Outlier Pooling for Sorghum Classification

Automated high throughput plant phenotyping involves leveraging sensors,...

0 Chao Ren, et al. ∙

∙ 04/09/2021

3D Wireless Channel Modeling for Multi-layer Network on Chip

The resource constraints and accuracy requirements for Internet of Thing...

0 Chao Ren, et al. ∙

∙ 03/03/2021

Real-World Single Image Super-Resolution: A Brief Review

Single image super-resolution (SISR), which aims to reconstruct a high-r...

0 Honggang Chen, et al. ∙

∙ 10/31/2019

Computation Resource Leasing for Priority Aggregation Local Computing Network

In large scale smart edge networks, computation resource is generally un...

0 Chao Ren, et al. ∙

∙ 04/04/2019

Accurate and Fast reconstruction of Porous Media from Extremely Limited Information Using Conditional Generative Adversarial Network

Porous media are ubiquitous in both nature and engineering applications,...

0 Junxi Feng, et al. ∙

∙ 09/19/2017

CISRDCNN: Super-resolution of compressed images using deep convolutional neural networks

In recent years, much research has been conducted on image super-resolut...

0 Honggang Chen, et al. ∙

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