ID |
原文 |
译文 |
18565 |
但经典算法存在配对训练数据较难获取,生成图片效果差的缺点。 |
However, classical algorithms have disadvantages that thepaired training data is difficult to obtain and the convert effect of generation image is poor. |
18566 |
该文提出一种改进循环生成式对抗网络(CycleGAN++),取消了环形网络,并在图像生成阶段将目标域与源域的先验信息与相应图片进行纵深级联; |
An improved Cycle-consistent Generative Adversarial Network(CycleGAN++) is proposed. New algorithm removes the loop network, and cascades the prior information of the target domain and the source domain in the image generation stage. |
18567 |
优化了损失函数,采用分类损失代替循环一致损失,实现了不依赖训练数据映射的图像风格迁移。 |
The loss function is optimized as well, using classification loss instead of cycle consistency loss, realizing image-to-image translation without training data mapping. |
18568 |
采用CelebA和Cityscapes数据集进行实验评测,结果表明在亚马逊劳务平台感知研究(AMT perceptual studies)与全卷积网络得分(FCN score)两个经典测试指标中,该文算法比CycleGAN,IcGAN, CoGAN, DIAT等经典算法取得了更高的精度。 |
The evaluation of experiments on theCelebA and Cityscapes dataset show that new method can reach higher precision under the two classicalcriteria—Amazon Mechanical Turk perceptual studies(AMT perceptual studies) and Full-ConvolutionalNetwork score(FCN score), than the classical algorithms such as CycleGAN, IcGAN, CoGAN, and DIAT. |
18569 |
循环冗余校验(CRC)与信道编码的级联使用,可以有效改善译码的收敛特性。 |
Cyclic Redundancy Check (CRC) is used in cascade with channel coding to improve the convergenceof the decoding. |
18570 |
在新一代无线通信系统,如5G中,码长和码率都具有多样性。 |
In the new generation of wireless communication systems, such as 5G, both code length andcode rate are diverse. |
18571 |
为了提高编译码分段长度可变的级联系统的译码效率,该文提出一种可变计算位宽的CRC并行算法。 |
To improve the decoding efficiency of cascaded systems, a CRC parallel algorithm withvariable computing width is proposed in this paper. |
18572 |
该算法在现有固定位宽并行算法的基础上,合并公式递推法中反馈数据与输入数据的并行计算,实现了一种高并行度的CRC校验架构,并且支持可变位宽的CRC计算。 |
Based on the existing fixed bit-width parallel algorithm,this algorithm combines the parallel calculation of feedback data and input data in the formula recursivemethod, realizing a highly parallel CRC check architecture with variable bit-width CRC calculation. |
18573 |
与现有的并行算法相比,合并算法节省了电路资源的开销,在位宽固定时,资源节约效果明显,同时在反馈时延上也有将近50%的优化; |
Compared with the existing parallel algorithms, the merged algorithm saves the overhead of circuit resources. When the bit-width is fixed, the resource saving effect is obvious, and at the same time, the feedback delay is also optimized by nearly 50%. |
18574 |
在位宽可变时,电路资源的使用情况也有相应的优化。 |
When the bit-width is variable, the use of resources is also optimized accordingly. |