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Qin ∇沁

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  • EM algorithm and SSL
  • Min-Max Game Tricks
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  • Domain Adaptation on Office-31: Finetune Alexnet
  • Fcitx Pinyin problem on Ubuntu 18.04

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Author: Qin Wang

EM algorithm and SSL

K-Means is EM
Gibbs Sampling is EM
OMG, VAE and GAN are also EM

Continue reading EM algorithm and SSL

Posted on July 26, 2018July 26, 2018Categories Machine LearningLeave a comment on EM algorithm and SSL

Min-Max Game Tricks

OMG, the gradient is exploding!

Chill, SGD will save us all.

Continue reading Min-Max Game Tricks

Posted on July 2, 2018July 13, 2018Categories Neural AlchemyLeave a comment on Min-Max Game Tricks

That moment when you realize cv2 and tf.image give you totally different results 🙄

Format StatusPosted on June 27, 2018June 28, 2018Categories DiaryLeave a comment on

Domain Adaptation on Office-31: Finetune Alexnet

An AlexNet finetune report in Tensorflow
Yes, I still play with ancient NNs

OMG, how could implementation of Padding and Lrn be different between Tensorflow and Caffe

In short, code is here

Continue reading Domain Adaptation on Office-31: Finetune Alexnet

Posted on June 25, 2018November 8, 2018Categories Neural Alchemy1 Comment on Domain Adaptation on Office-31: Finetune Alexnet

Fcitx Pinyin problem on Ubuntu 18.04

But, but it’s not really solved.

Continue reading Fcitx Pinyin problem on Ubuntu 18.04

Posted on May 28, 2018November 24, 2018Categories Linux Trick(TrapLeave a comment on Fcitx Pinyin problem on Ubuntu 18.04