Search Results for author: Pengcheng Zeng

Found 3 papers, 1 papers with code

Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild

no code implementations25 Nov 2022 Jucai Zhai, Pengcheng Zeng, Chihao Ma, Yong Zhao, Jie Chen

The proposed method consists of a learnable blur kernel to estimate the defocus map, which is an unsupervised method, and a single-image defocus deblurring generative adversarial network (DefocusGAN) for the first time.

Deblurring Generative Adversarial Network +2

scICML: Information-theoretic Co-clustering-based Multi-view Learning for the Integrative Analysis of Single-cell Multi-omics data

no code implementations19 May 2022 Pengcheng Zeng, Zhixiang Lin

Modern high-throughput sequencing technologies have enabled us to profile multiple molecular modalities from the same single cell, providing unprecedented opportunities to assay celluar heterogeneity from multiple biological layers.

Clustering Data Integration +1

Elastic Coupled Co-clustering for Single-Cell Genomic Data

1 code implementation29 Mar 2020 Pengcheng Zeng, Zhixiang Lin

The recent advances in single-cell technologies have enabled us to profile genomic features at unprecedented resolution and datasets from multiple domains are available, including datasets that profile different types of genomic features and datasets that profile the same type of genomic features across different species.

Clustering Data Integration +1

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