Search Results for author: Jiabin Ma

Found 3 papers, 1 papers with code

StyleFlow For Content-Fixed Image to Image Translation

1 code implementation5 Jul 2022 Weichen Fan, Jinghuan Chen, Jiabin Ma, Jun Hou, Shuai Yi

We evaluate our model in several I2I translation benchmarks, and the results show that the proposed model has advantages over previous methods in both strongly constrained and normally constrained tasks.

Colorization Image-to-Image Translation +2

Learning Efficient Convolutional Networks through Irregular Convolutional Kernels

no code implementations29 Sep 2019 Weiyu Guo, Jiabin Ma, Liang Wang, Yongzhen Huang

As deep neural networks are increasingly used in applications suited for low-power devices, a fundamental dilemma becomes apparent: the trend is to grow models to absorb increasing data that gives rise to memory intensive; however low-power devices are designed with very limited memory that can not store large models.

Irregular Convolutional Neural Networks

no code implementations24 Jun 2017 Jiabin Ma, Wei Wang, Liang Wang

Convolutional kernels are basic and vital components of deep Convolutional Neural Networks (CNN).

Semantic Segmentation

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