Introducation 1. intruduce the conditional version of GANs, which can be constructed by simply feeding the data , y. 2. the CGANs can be used to learn a multi-modal model. 3.GANs in order to sidestep the difficulty of approximating many intractable p…
Adit Deshpande CS Undergrad at UCLA ('19) Blog About Resume Deep Learning Research Review Week 1: Generative Adversarial Nets Starting this week, I’ll be doing a new series called Deep Learning Research Review. Every couple weeks or so, I’ll be summa…
Unsupervised Image-to-Image Translation Networks --- Reading Writing 2017.03.03 Motivations: most existing image to image translation algorithms are all need image pairs as training data for deep neural network, such as CGANs or VAEs. But in some cas…
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz, and Bryan Catanzaro. "High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs", in CVPR, 2018. 摘要: 我们提出了一个新方法,使用CGANs从语义标签图生成高分辨率的逼真图像.CGANs已经被应用在多种场景,但是其结果…
Learning Face Age Progression: A Pyramid Architecture of GANs Abstract 人脸年龄发展有着两个重要的需求,即老化准确性和身份持久性,但是在文献中都没有很好地学习到.在该论文中,我们提出了一种创新的基于生成对抗网络的方法.该方法对固有的特定目标特性和根据消逝时间的特定年龄面部更改分别构建约束模型,保证生成的人脸能表示期望的年龄效果,并能同时保证人物特性的稳定.更进一步,为了生成更真实的人脸细节,合成人脸传达的高级别的特定年龄特性将…
(重点看main_log与) 抓mtk log: 1.*#*#82533284#*#* 进入抓log UI 2.*#*#825364#*#* 进入工程模式 3.进入"Log and Debuging"栏 --> Telephony Log Setting -->ENABLE(然后重启生效,这样log会抓的全面,不会影藏信息,log等级会由I变成D) A call B: A put B on hold: A call Conference Server:…