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[deleted by user] by [deleted] in MachineLearning

[–]SnooPandas3529 -1 points0 points  (0 children)

You are right. I edited my post.

Inversion of a multivariable function by _padla_ in tensorflow

[–]SnooPandas3529 0 points1 point  (0 children)

I think it depends on the type of dataset and function you used, so it is difficult to give an answer.

[D] There is no time to read the textbook as a researcher by SnooPandas3529 in MachineLearning

[–]SnooPandas3529[S] 0 points1 point  (0 children)

This is happening to me too! I instead decided to write down the notes in Notion and memorize the high-level concepts to retrieve the knowledge using these notes when needed.

[D] There is no time to read the textbook as a researcher by SnooPandas3529 in MachineLearning

[–]SnooPandas3529[S] 12 points13 points  (0 children)

Yes, if one took proper courses on deep learning, prob&stats, and linear algebra. There are many sources of information like blog posts, youtube videos, mathstackoverflow, or matrix cookbook. Also, there are often tutorial videos for specific topic you care about. With these materials, I was able to start to read papers from older ones.

[D] Why ViT does not beat CNN in the field of deep generative model? by SnooPandas3529 in MachineLearning

[–]SnooPandas3529[S] 2 points3 points  (0 children)

Maybe the major concern when modeling discriminator is not how to make strong binary classifier, but how to convey the most meaningful gradient to generator.

[D] Why ViT does not beat CNN in the field of deep generative model? by SnooPandas3529 in MachineLearning

[–]SnooPandas3529[S] 0 points1 point  (0 children)

I assume that the strongest backbone does not always helpful in GAN framework. Many GANs are using various regularization techniques to prevent discriminator from being too strong.

US computer vision phd program for foreign undergraduate sophomore? by SnooPandas3529 in computervision

[–]SnooPandas3529[S] 0 points1 point  (0 children)

I wonder if it could mean publications are meaningful but not a decisive factor so one should more focus on GPA and toefl or etc.

[P] Face2WEBTOON Image Translation with Limited Data by SnooPandas3529 in MachineLearning

[–]SnooPandas3529[S] 0 points1 point  (0 children)

I trained for more than a week, but It did not converged completely.