Ecosyste.ms: Issues

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GitHub / soumith/ganhacks issues and pull requests

#78 - Update README.md, fix typo(s)

Pull Request - State: open - Opened by BobConanDev 3 months ago

#77 - Generator and discriminator schedule

Issue - State: open - Opened by jkdev100 about 1 year ago

#76 - GAN training example

Issue - State: open - Opened by wendlerc over 1 year ago

#75 - Activation functions for training and testing phases

Issue - State: open - Opened by SITUSITU about 2 years ago - 1 comment

#74 - MAE increasing when training!

Issue - State: open - Opened by DISAPPEARED13 over 2 years ago

#73 - CycleGAN

Issue - State: open - Opened by Blakey-Gavin over 2 years ago

#72 - Tricks to sharpen GAN's synthesis

Issue - State: open - Opened by DISAPPEARED13 almost 3 years ago

#71 - Fix a typo

Pull Request - State: open - Opened by Yunyung about 3 years ago

#70 - Fix a grammar error

Pull Request - State: open - Opened by xTayEx about 3 years ago

#68 - Reference for trick#16

Issue - State: open - Opened by shaurov2253 over 4 years ago

#66 - Discriminator loss of WGAN-gp drop sharply to zero

Issue - State: open - Opened by AboMad over 4 years ago

#65 - balance loss maybe is good idea?

Issue - State: open - Opened by Oktai15 almost 5 years ago

#64 - Hacks relevancy in 2020

Issue - State: open - Opened by phillipiv almost 5 years ago - 1 comment

#63 - Understand #10

Issue - State: open - Opened by fantasy-fish almost 5 years ago

#62 - Paper / talk associated?

Issue - State: closed - Opened by cossio about 5 years ago

#59 - PixelShuffle, ConvTranspose2d + stride will get bad checkerboard

Issue - State: open - Opened by gmt710 over 5 years ago - 2 comments

#59 - PixelShuffle, ConvTranspose2d + stride will get bad checkerboard

Issue - State: open - Opened by gmt710 over 5 years ago - 2 comments

#58 - is the training normal? how is the right train loss curve?

Issue - State: open - Opened by micklexqg over 5 years ago

#57 - Unexplainable GAN losses, need help

Issue - State: open - Opened by lennert130994 over 5 years ago - 3 comments

#56 - Need help in understanding #1 and #16

Issue - State: open - Opened by miqbal23 over 5 years ago - 2 comments

#55 - added WGAN method and spectral norm

Pull Request - State: open - Opened by miqbal23 over 5 years ago

#53 - label smoothing one-sided?

Issue - State: open - Opened by makeyourownalgorithmicart almost 6 years ago

#51 - Regarding sampling image in batches

Issue - State: open - Opened by miqbal23 almost 6 years ago

#50 - added simple trick

Pull Request - State: open - Opened by ajayrfhp about 6 years ago

#49 - Generator try to maximize, Discriminator try to minimize

Issue - State: closed - Opened by Auth0rM0rgan over 6 years ago - 1 comment

#48 - Generator ADAM X Discriminator SGD

Issue - State: open - Opened by nuneslu over 6 years ago - 3 comments

#47 - G is always really smaller than D

Issue - State: closed - Opened by kristosh over 6 years ago

#46 - Standard G & D Loss Values & Trends?

Issue - State: open - Opened by James-G-Hill over 6 years ago - 5 comments

#42 - GAN - Multiple iterations for generator training

Issue - State: closed - Opened by ahmed-fau over 6 years ago

#41 - Label smoothing

Issue - State: open - Opened by knazeri over 6 years ago

#40 - How to handle failure mode

Issue - State: open - Opened by solomatov almost 7 years ago - 3 comments

#39 - Regarding 13: Add noise to inputs...

Issue - State: open - Opened by vmvargas almost 7 years ago - 1 comment

#38 - Saturation of G_loss and D_loss

Issue - State: open - Opened by rishabhkumar296 almost 7 years ago

#37 - How hard it is to make a GAN experiment reproducible?

Issue - State: open - Opened by sbmaruf almost 7 years ago

#36 - Why Discriminator Loss 0 is a failure mode ?

Issue - State: open - Opened by arijitx almost 7 years ago - 15 comments

#35 - Alternating training vs. DCGAN?

Issue - State: open - Opened by meder411 about 7 years ago

#34 - How would one go about training the network with one channel images?

Issue - State: open - Opened by patakk about 7 years ago - 2 comments

#33 - Feasible loss simplification?

Issue - State: open - Opened by florian-boehm about 7 years ago - 2 comments

#32 - about generator loss

Issue - State: open - Opened by fsalmasri about 7 years ago

#30 - measuring quality

Issue - State: open - Opened by malie about 7 years ago

#28 - Sampling from a sphere instead of a cube

Issue - State: open - Opened by mgarbade about 7 years ago - 3 comments

#27 - Update tips for WGANs

Issue - State: open - Opened by ndahlquist over 7 years ago - 3 comments

#25 - add G history and historical averaging

Pull Request - State: closed - Opened by jenkspt over 7 years ago

#24 - Replace BatchNorm with WeightNorm

Issue - State: open - Opened by andyli over 7 years ago - 1 comment

#23 - Trick 11: How to schedule thresholds A and B?

Issue - State: open - Opened by benstaf over 7 years ago - 2 comments

#22 - Validate a GAN

Issue - State: open - Opened by dantp-ai over 7 years ago - 5 comments

#21 - Why are the biases set to zero in the training of GAN?

Issue - State: open - Opened by hshustc over 7 years ago

#20 - Adam in the generator?

Issue - State: open - Opened by JasonGUTU over 7 years ago - 2 comments

#19 - About the generalization of these tricks

Issue - State: open - Opened by utkarshojha over 7 years ago

#18 - another trick maybe helpful, Could you test on this?

Issue - State: open - Opened by flybirp almost 8 years ago

#17 - Are the orders ranked?

Issue - State: open - Opened by jiwoongim about 8 years ago

#16 - When to use labels (12: If you have labels, use them)

Issue - State: open - Opened by rafaelvalle about 8 years ago - 2 comments

#15 - Trick 2 explanation

Issue - State: open - Opened by techmatt about 8 years ago - 1 comment

#14 - G loss increase, what is this mean?

Issue - State: open - Opened by wagamamaz about 8 years ago - 42 comments

#13 - how does trick 6 change ideal output activation/loss

Issue - State: open - Opened by mjdietzx about 8 years ago - 1 comment

#12 - Any tricks for text embedding?

Issue - State: closed - Opened by zsdonghao about 8 years ago - 3 comments

#11 - Please explain trick 2

Issue - State: closed - Opened by mjdietzx about 8 years ago - 3 comments

#10 - Label smoothing should be one-sided?

Issue - State: closed - Opened by MustafaMustafa about 8 years ago - 15 comments

#9 - What do you mean by trick 4?

Issue - State: open - Opened by shuzhangcasia about 8 years ago - 9 comments

#8 - multiple Discriminator networks

Issue - State: open - Opened by loliverhennigh about 8 years ago - 3 comments

#7 - I can't understand this trick

Issue - State: closed - Opened by zhangqianhui about 8 years ago - 2 comments

#6 - Have you try more deeper networks?

Issue - State: open - Opened by zhangqianhui about 8 years ago - 4 comments

#5 - normal behavior of GAN

Issue - State: closed - Opened by bobchennan about 8 years ago - 3 comments

#4 - Added a dropout trick based on https://arxiv.org/pdf/1611.07004v1.pdf

Pull Request - State: closed - Opened by raminia about 8 years ago - 1 comment

#3 - Comments or Intuition why these tricks work?

Issue - State: closed - Opened by spurra about 8 years ago - 9 comments

#2 - Probable things to investigate when Generator falls behind the Discriminator

Issue - State: closed - Opened by kmul00 about 8 years ago - 10 comments

#1 - Update README.md

Pull Request - State: closed - Opened by zdx3578 about 8 years ago - 1 comment