Search Results for author: Songhua Xu

Found 3 papers, 1 papers with code

A Multi-objective Complex Network Pruning Framework Based on Divide-and-conquer and Global Performance Impairment Ranking

no code implementations28 Mar 2023 Ronghua Shang, Songling Zhu, Yinan Wu, Weitong Zhang, Licheng Jiao, Songhua Xu

To this end, a multi-objective complex network pruning framework based on divide-and-conquer and global performance impairment ranking (EMO-DIR) is proposed in this paper.

Model Compression Network Pruning

Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation

2 code implementations19 May 2018 Jichao Zhang, Yezhi Shu, Songhua Xu, Gongze Cao, Fan Zhong, Meng Liu, Xueying Qin

To overcome such a key limitation, we propose Sparsely Grouped Generative Adversarial Networks (SG-GAN) as a novel approach that can translate images on sparsely grouped datasets where only a few samples for training are labelled.

Attribute Image-to-Image Translation +3

Learning to Sketch Human Facial Portraits using Personal Styles by Case-Based Reasoning

no code implementations10 Jul 2016 Bingwen Jin, Songhua Xu, Weidong Geng

This paper employs case-based reasoning (CBR) to capture the personal styles of individual artists and generate the human facial portraits from photos accordingly.


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