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Hi there,
I've changed WGAN-GP to use CIFAR10 instead of MNIST and the result was quite poor. Have a look:
https://drive.google.com/file/d/0B5vxICNG1z3pd2NSdzZqMHN1R2ZIX2o2V3FqajlwYjlwQzRZ/view?us…
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FWIW the WGAN-GP implementation in this repo, as the issue title suggests, breaks when you try to use TensorFlow 2.x. When you try to use the current implementation `K.gradients()` returns `None` when…
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Hi! @glederrey
I'm working on a project for my master's thesis, the idea is generating a synthetic tabular relational database. I know it isn't the idea of this model, but I think using conditional…
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In WGAN，the task of discriminator is to predict the Wasserstein-Distance of real_data and fake_data. In the paper, the formula is maximizing Ereal[f(x)] - Efake[f(x)]，in the code it should be errD = e…
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https://github.com/ChengBinJin/WGAN-GP-tensorflow/blob/9f27dd98513e223546790865e7d71676539b49a6/src/wgan_gp.py#L94
Hi, I would ask you an explanation of why did you calculate the gradient on the si…
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My cifar dataset:
batches.meta.txt data_batch_2.bin data_batch_4.bin readme.html
data_batch_1.bin data_batch_3.bin data_batch_5.bin test_batch.bin
when I run: python gan_cifar10 get error:…
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What is correct value of alpha coefficient to reproduce your results? You mentioned that alpha should be equal to 0.1, but in fact it equals 0.
https://github.com/harryliew/WGAN-QC/blob/3e04319243524…
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https://arxiv.org/abs/1701.07875
Pas très compliquer à implémenter.
https://medium.com/@jonathan_hui/gan-wasserstein-gan-wgan-gp-6a1a2aa1b490
LossG = -mean(D(G(z)))
LossD = -mean(D(x)) + mean(…
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Thank you for your work! You have provided two pretrained models: Pretrained model and ijcai Pretrained model. What is the difference between them? I have trained the model with 28000 face dataset an…
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RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation: [torch.cuda.FloatTensor [1, 64, 3, 3, 3]] is at version 293; expected version 292 instead.…