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Semi-Supervised Learning (Generative Adversarial Network)

Semi-supervised Learning. Semi-supervised learning is a long-standing and important problem in Machine Learning. One of the main goals of generative modeling is to discover useful representations that can be used in the downstream tasks such as semi-supervised learning. The second problem is that these models tend to use all their capacity to capture the low-level pixel statistics, and hence the generated images often have little recognizable global structure.

Thus the need to design of a PixelGAN autoencoder, Using Stacked denoising sparse autoencoder (sDSAE) that can effectively eliminate the influence of noise. Development of a mathematical connection between maximum-likelihood learning and the cost function of variational inference with implicit distributions and consider clustering task in the last step of our approach (instead of supervised learning) to discover essential patterns.

Skills: Image Processing, Machine Learning, Matlab and Mathematica, Python, Tensorflow

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About the Employer:
( 0 reviews ) Canada

Project ID: #17602881

16 freelancers are bidding on average $709 for this job

liveexperts123

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$1666 CAD in 15 days
(69 Reviews)
7.1
belgasoft

Hi, I am expert in Signal/image processing, machine learning, pattern recognition and computer vision. Ph.D. University of Antwerpen, Belgium MS (EE) University of Southern California, Los Angeles, USA I can do t More

$1500 CAD in 15 days
(21 Reviews)
6.1
davidngo817

Hello, dear! I am interested in your project. I have extensive experience in supervised, semi-supervised and unsupervised learning algorithm using python. As a developer with rich experience, I am confident about yo More

$600 CAD in 10 days
(37 Reviews)
6.0
dinhfreedom

Hello, there, I am very happy to put my bid on your project. I am an expert of algorithm and senior software developer, so I am interested in and confident to do this project. I hope to discuss everything of the pro More

$300 CAD in 10 days
(57 Reviews)
6.2
Piao217

Hi I am an MSc majored in mathematics. (Probability and Statistics) I have deep understandings of Machine Learning in all kinds of fields including GAN. As I'm studying Machine Learning as a researcher, you can be a More

$750 CAD in 10 days
(15 Reviews)
5.3
$555 CAD in 10 days
(34 Reviews)
5.3
williams115

-Professional Image Processing, Machine Learning, Python, Tensorflow expert ! Best Result in Time!- Hello sir. I've really rich experience for your project, so your project is very interesting to me. I'm really conf More

$250 CAD in 3 days
(17 Reviews)
5.1
vorasiddh4it

We have 11+ years of experience in software development. We have developed 400+ projects and the research paper in the field of Machine Learning, Artificial Intelligence and Image processing (GIS), Network, SEO based W More

$1000 CAD in 10 days
(7 Reviews)
4.2
d3bd33p

I've worked with Stacked Denoising Sparse Autoencoders previously, would like to know your requirement in further detail. Best, Debdeep

$555 CAD in 3 days
(5 Reviews)
3.6
general985

Hello sir. I'm excited about your project, because I've really rich experience in Semi Supervised Learning Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provi More

$500 CAD in 10 days
(10 Reviews)
2.9
naishodayo

I believe that my 9+ years of programming experience makes me highly qualified for this project. I believe that I would be an asset to this project. Image Processing, Machine Learning, Matlab and Mathematica, Python, More

$555 CAD in 4 days
(0 Reviews)
0.0
DineshJinjala

Hello, I have seen you a JOB description. I feel that I am the best fit for it. I have completed Post Graduation in Communication System. There I have completed Implementation of Turbo Encoder and Decoder, OFDM More

$500 CAD in 10 days
(0 Reviews)
0.0
codevinci

I have trained GANs and Pix2Pix kind of networks for multiple applications. Please ping me to discuss more about my past experience and the current project.

$750 CAD in 10 days
(1 Review)
0.0
$750 CAD in 30 days
(0 Reviews)
0.0
ivjia

Why not use cycleGAN? If you are tying to co-translate two modality of images. I've been recently published a paper on this for cros-modality image synthesis, where my DicycleGNA can be directly used. More details More

$555 CAD in 10 days
(0 Reviews)
0.0
$555 CAD in 10 days
(0 Reviews)
0.0