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mit-han-lab
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data-efficient-gans
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
https://arxiv.org/abs/2006.10738
BSD 2-Clause "Simplified" License
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Evaluating discriminator accuracy
#54
slala2121
closed
3 years ago
6
About cutout implementation
#53
yifanjiang19
closed
3 years ago
2
Question about the pictures' output resolution.
#52
Brand4
opened
3 years ago
1
Loading just the discriminator model
#51
slala2121
closed
3 years ago
1
Replicating FFHQ architecture
#50
slala2121
closed
3 years ago
2
No such file or directory: inception_moments.pkl
#49
datduong
closed
3 years ago
2
Question about Generator Update
#48
ghost
opened
3 years ago
6
nvcc fails on windows
#47
TashaSkyUp
opened
3 years ago
10
AttributeError: module 'tensorflow.compat.v2'has no attribute 'contrib'
#46
hzc5095
closed
3 years ago
6
comparison against stylegan2-ada
#45
molo32
closed
3 years ago
1
Error when train on Colab
#44
eliohead
closed
3 years ago
2
AssertionError when training my own dataset
#43
Brand4
closed
3 years ago
6
DiffAug with other GAN architecture
#42
xxchenxx
closed
3 years ago
2
raise RuntimeError('No GPU devices found')
#41
jinzhenmu
closed
3 years ago
4
code question in rand_cutout
#40
matthewchung74
closed
3 years ago
2
kimg meaning
#39
molo32
closed
3 years ago
3
OOM when allocating tensor with shape[4,32,1024,1024] where is the 32 coming from?
#38
ghost
closed
3 years ago
1
get latent code of image
#37
molo32
closed
3 years ago
1
Q: Why not use adjust_brightness of torchvision?
#36
alexrey88
closed
3 years ago
8
how to change time to save chekpoint?
#35
molo32
closed
3 years ago
3
Training seems to be stuck?
#34
sarmientoj24
closed
3 years ago
2
Wrong illustration
#33
woctezuma
closed
3 years ago
1
DiffAugment-biggan-imagenet missing 'mock' dependency
#32
gwern
closed
3 years ago
1
Training on TPU for StyleGan2
#31
sarmientoj24
closed
3 years ago
2
Custom Dataset of 800x600 or 600x450 resolution
#30
sarmientoj24
closed
3 years ago
1
Running Cifar10 stylegan experiment gives broadcasting error
#29
msingh27
closed
3 years ago
0
ImportError: This version of TensorFlow Datasets requires TensorFlow version >= 2.1.0; Detected an installation of version 1.15.0. Please upgrade TensorFlow to proceed.
#28
ak9250
closed
3 years ago
2
comparison with few shot gan
#27
ak9250
closed
3 years ago
4
training with grayscale images
#26
Mshz2
closed
3 years ago
1
Training time
#25
Mshz2
closed
3 years ago
5
FID Score improvement
#24
Mshz2
closed
3 years ago
1
can't pickle _thread.RLock objects
#23
Mshz2
closed
3 years ago
1
Generating images
#22
Mshz2
closed
3 years ago
5
Images in [-0.5, 0.5] range expected, right?
#21
hadaev8
closed
3 years ago
2
Training won't start
#20
Alex-Github-Account
closed
3 years ago
1
overfitting issues
#19
ak9250
closed
3 years ago
3
Training with custom datasets
#18
lil-km
closed
3 years ago
0
Question about IS and FID score reported.
#17
mingukkang
closed
4 years ago
3
Fix typo in readme
#16
justinpinkney
closed
4 years ago
1
Question about Training Time
#15
accountspark-bo-peng
closed
4 years ago
8
Some stylegan2 installation trouble
#14
materialvision
closed
3 years ago
1
Does this work with Pix2Pix?
#13
Jaberish
closed
4 years ago
5
Incompatible PKL's?
#12
atugar
closed
4 years ago
4
[Error] How do you add your custom dataset to train?
#11
YukiSakuma
closed
4 years ago
2
why did not add random flip augmentation in this?
#10
Johnson-yue
closed
4 years ago
6
Problem in training with partial data in DiffAugment-stylegan2
#9
YYingH
closed
4 years ago
2
TPU support
#8
rmermin
closed
4 years ago
3
OOM and CUDA Error's
#7
atugar
closed
4 years ago
11
Testing samples for calculating FID on 100-shot tasks.
#6
Puneet2000
closed
4 years ago
2
Do you have a sample Colab example with pytorch or tensorflow?
#5
shyamalschandra
closed
4 years ago
3
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