Search Results for author: Hailong Ma

Found 7 papers, 5 papers with code

Cascade Luminance and Chrominance for Image Retouching: More Like Artist

no code implementations31 May 2022 Hailong Ma, Sibo Feng, Xi Xiao, Chenyu Dong, Xingyue Cheng

Photo retouching aims to adjust the luminance, contrast, and saturation of the image to make it more human aesthetically desirable.

Image Retouching Photo Retouching

MoCoViT: Mobile Convolutional Vision Transformer

1 code implementation25 May 2022 Hailong Ma, Xin Xia, Xing Wang, Xuefeng Xiao, Jiashi Li, Min Zheng

Recently, Transformer networks have achieved impressive results on a variety of vision tasks.

object-detection Object Detection

ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer

2 code implementations21 Mar 2022 Rui Yang, Hailong Ma, Jie Wu, Yansong Tang, Xuefeng Xiao, Min Zheng, Xiu Li

The vanilla self-attention mechanism inherently relies on pre-defined and steadfast computational dimensions.

A Matrix-in-matrix Neural Network for Image Super Resolution

1 code implementation19 Mar 2019 Hailong Ma, Xiangxiang Chu, Shaohua Wan, Bo Zhang

In recent years, deep learning methods have achieved impressive results with higher peak signal-to-noise ratio in single image super-resolution (SISR) tasks by utilizing deeper layers.

Image Super-Resolution

Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search

4 code implementations4 Jan 2019 Xiangxiang Chu, Bo Zhang, Ruijun Xu, Hailong Ma

In this paper, we present a new multi-objective oriented algorithm called MoreMNAS (Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search) by leveraging good virtues from both EA and RL.

Image Classification Neural Architecture Search +1

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