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PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
Apache License 2.0
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Does anyone know the idea behind using asymmetric padding during downsampling in VAEs?
#101
weiaicunzai
opened
2 weeks ago
0
Model reasoning and training one's own data
#100
qianxuQ
opened
2 weeks ago
0
Why the model can only train on size of [64, 64]?
#99
ohhh-yang
opened
1 month ago
0
pytorch_lightning.utilities.exceptions.MisconfigurationException: You requested GPUs: [1] But your machine only has: [0]
#98
snailsssss
opened
2 months ago
1
comment
#97
dantougit
closed
3 months ago
0
Feature out
#96
master-chou
closed
3 months ago
0
TypeError: loss = recons_loss + kld_weight * kld_loss
#95
folasefo
opened
3 months ago
14
Rye and clean
#94
MisterBourbaki
closed
4 months ago
0
Problem of dataset
#93
kuailexiaohunzi
opened
4 months ago
19
Problem about KL loss when training CVAE model.
#92
dayunyan
opened
5 months ago
2
f'The provided lr scheduler "{scheduler}" is invalid'
#91
luoclab
opened
5 months ago
6
Mistake in experiment.py file
#90
jarvis008
opened
5 months ago
1
Wrong order of channel numbers for encoder vs. decoder?
#89
brockbrownwork
closed
6 months ago
1
The reconstructed image looks okay, but the sampling results are very poor
#88
JaosonMa
opened
6 months ago
1
About VQ-VAE
#87
VLadImirluren
opened
6 months ago
0
Question about Reconstructing Data and Interpreting Latent Space
#86
armarion
opened
7 months ago
1
[W socket.cpp:663] [c10d] The client socket has failed to connect to [DESKTOP-H2DRQRJ]:62468 (system error: 10049)
#85
xuanhaodong
opened
7 months ago
2
value error
#84
ShengJinhao
closed
8 months ago
2
Problems when using custom dataset
#83
denisb411
opened
10 months ago
8
add reset+ema for vq-vae
#82
SatireY
opened
11 months ago
0
MisconfigurationException
#81
Russellbjtu
opened
11 months ago
1
AttributeError: 'VAEDataset' object has no attribute '_has_setup_TrainerFn.FITTING
#80
Jarye0612
opened
1 year ago
2
Temperature setting in CAT-VAE model
#79
dailingjun
opened
1 year ago
0
Custom dataset
#78
Ryan910702
opened
1 year ago
1
VSCode for Mac
#77
pri101
opened
1 year ago
0
package versions - reproductibility
#76
equalmc2
opened
1 year ago
1
FileNotFoundError: [Errno 2] No such file or directory: 'Data/celeba/list_eval_partition.txt'
#75
nutsintheshell
opened
1 year ago
1
Stuck at Validation sanity check: 0it [00:00, ?it/s]
#74
AminMoradiXL
opened
1 year ago
0
How to tansfer "nccl" to "gloo"?
#73
XinyiZhang0724
opened
1 year ago
2
about how to test a image for vae
#72
leizhu1989
opened
1 year ago
1
Training VQVAE dose not convergence.
#71
henanjun
opened
1 year ago
4
Wrong import version [solved]
#70
ZJLEOWANG3
opened
1 year ago
0
Mistake in Vanilla VAE loss
#69
Midren
closed
1 year ago
3
Possible mistake in vanilla_vae 'loss_function'
#68
sh3rlock14
opened
1 year ago
3
Recommended way to load the model after training?
#67
peacej
opened
2 years ago
2
various import errors caused by PyTorch version being too new
#66
peacej
opened
2 years ago
0
Socket conflict bug when running vanilla_vae with celeba dataset
#65
BWN133
opened
2 years ago
2
Access the latent space
#64
gfiameni
opened
2 years ago
3
changed nn.Tanh() output layers to nn.Sigmoid()
#63
HareshKarnan
opened
2 years ago
1
Question about whether to sample
#62
ShellingFord221
opened
2 years ago
0
Need the ability to resume training from a saved checkpoint
#61
pulinagrawal
opened
2 years ago
0
VAE with variational nested dropout
#60
ralphc1212
opened
2 years ago
1
VAE with variational nested dropout
#59
ralphc1212
closed
2 years ago
0
Some questions regarding decoder in vanilla_vae
#58
ruby-stha
opened
2 years ago
1
python 3.5 no longer supported
#57
andrebeu
opened
2 years ago
0
KLD Weight
#56
abyildirim
opened
2 years ago
5
why is sample not implemented in vq vae
#55
zuujhyt
opened
2 years ago
2
Setting for gamma and max_capacity in Beta_VAE
#54
WNZhao1988
opened
2 years ago
2
bug fix IWAE: use SGVB1 instead of SGVB2, detach sample weights gradi…
#53
tongdaxu
opened
2 years ago
1
Generalise hard coded values
#52
rishabh-ranjan
opened
2 years ago
2
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