Why does using BCE Loss in gans leads to vanishing gradients problem

2021.12.09 09:56 CleverProgrammer12 Why does using BCE Loss in gans leads to vanishing gradients problem

Hi I have read that using BCE loss is not ideal for GANs as it leads to vanishing gradients problem. When the discriminator gets better at classifying fakes, it isn't able to provide good feedback for generator to improve(the gradients becomes closer to zero).
Could someone please explain the maths behind this?
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2021.12.09 09:56 seniorjax Prostul si ticalosul satului Florin Roman spune ca nu a plagiat pentru ca acel curs nu e lucrare stiintifica. Jigodia analfabeta s-a uitat doar la definitia cuvantului plagiat nu si la verbul "a plagia"

Prostul si ticalosul satului Florin Roman spune ca nu a plagiat pentru ca acel curs nu e lucrare stiintifica. Jigodia analfabeta s-a uitat doar la definitia cuvantului plagiat nu si la verbul submitted by seniorjax to Romania [link] [comments]


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2021.12.09 09:56 skrymtet A Mass Effect in-universe playlist

I've created a playlist that is meant to sound like the music in the universe, so not just the soundtrack. Think, Shepard's speaker in ME3 and what Expel 10 would've sounded like.
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2021.12.09 09:56 Paolo1350 I have never ranked up with a Double KO quite like this

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2021.12.09 09:56 AndyNDYro Sindicaliștii susțin introducerea taxei de solidaritate: Distribuţia creșterii economice anunțate nu se face în favoarea lucrătorilor, ci a angajatorului

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2021.12.09 09:56 GreekGodEros Glamorous on red carpet [People’s Choice Awards]

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2021.12.09 09:56 EmperorMatek I just started with blender is this good or do i need to fix anything ?

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I'm waiting for my order that should arrive tomorrow, I've ordered from the site of decathlon (I don't know if this can help); the message Say my order has been blocked and I Need to follow the instructions on that link but I can't find any site with that name with a Quick Google search submitted by Beautiful-Willow5696 to Scams [link] [comments]


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2021.12.09 09:56 TheSamWalt End of an era for alfa

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2021.12.09 09:56 MakeMeRichIDC Why I‘m not rich yet?

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2021.12.09 09:56 Arnold_25 UK announces £440,000 to encourage organ, blood donations - EasternEye

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2021.12.09 09:56 slub1 CIBC Professional Edge Student Program approval odds?

I just applied online for CIBC's LOC for professional students and wondering if anyone has experience with this product.
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2021.12.09 09:56 selvan_wolfcry Compatibility of Smart World

Hi all, Does anyone have idea if Repair train station set 33975 should work well with locomotive ST-217 from set 33834? My train ignore whole station but react on tunnel and made "broken" noise as it should. I'm not sure if thi is an issue with Repair station itself or I have too old locomotive and it will not be fully compatible with this set. Any ideas?
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