tutorials.html

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Take a look at some of my tutorials for Optimization and Generative Models. 
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<a href="https://github.com/zhexjtu/GAN_analysis/blob/master/GAN_analysis.pdf" target="_self">The analysis of GANs from mathematical perspective</a><br>
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<a href="https://github.com/zhexjtu/GAN_analysis/blob/master/GAN_application.pdf" target="_self">The application of GANs in Image to Image Translation and Inverse Problems </a><br>
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<a href="https://github.com/zhexjtu/Optimization/blob/master/ADMM%2C%20fast%20ADMM%20and%20application.pdf" target="_self">The analysis of ADMM and Fast ADMM</a><br>
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<a href="https://github.com/zhexjtu/Optimization/blob/master/dual%20theorey.pdf" target="_self">The analysis of Primal-Dual theorey</a><br>
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<a href="https://github.com/zhexjtu/Optimization/blob/master/Lagrange%20Method.pdf" target="_self">A thorough introduction for Lagrange Method</a><br>
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<a href="https://zhuanlan.zhihu.com/p/35443095" target="_self">Some work about the combination of GAN and VAE (Part 1)</a><br>
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<a href="https://zhuanlan.zhihu.com/p/41363527" target="_self">Some work about the combination of GAN and VAE (Part 2)</a><br>