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AntixK
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PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
Apache License 2.0
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VQ VAE model's reconstruction is a black image
#51
ashishk88
closed
2 years ago
3
integrate with Lightning ecosystem CI
#50
Borda
opened
2 years ago
0
Image size of 128 and 256
#49
working12
closed
2 years ago
1
Input and decoder output value ranges
#48
royhj
opened
2 years ago
1
changed dataset
#47
AntixK
closed
2 years ago
0
Pytorch lightning 1.5.6
#46
AntixK
closed
2 years ago
0
The generated samples are not great for WAE_MMD
#45
WonderSeven
opened
2 years ago
2
Custom dataset.
#44
MajesticSoftware
closed
2 years ago
1
Beta VAE: Strange input & output channels
#43
ZechCal
closed
2 years ago
2
Torch Issue
#42
francisbitontistudio
closed
2 years ago
1
Sign issue in gaussian kernel function of MS-SSIM-VAE
#41
tobias-haenel
opened
2 years ago
0
Why is M_N defined as the ratio of the batch size and dataset size?
#40
simonhessner
opened
2 years ago
0
Dynamic Range in MS-SSIM-Loss
#39
tobias-haenel
closed
2 years ago
4
CIFAR-10 results not good
#38
PatrickBue
closed
2 years ago
2
Why is img_size default to 64?
#37
toekneechin777
closed
2 years ago
3
Dynamic batch size in Beta-tcvae
#36
OneDirection9
opened
3 years ago
0
KL Weight
#35
AlejandroTL
closed
3 years ago
2
Problems of IWAE ELBO Loss
#34
GloryyrolG
opened
3 years ago
5
Cant install requirements
#33
akakream
closed
3 years ago
2
Sampling Vanilla VAE
#32
ethancohen123
opened
3 years ago
3
Modification for Test
#31
GloryyrolG
opened
3 years ago
3
Update to Latest Pytorch_Lightning
#30
RyannDaGreat
closed
2 years ago
2
Image size
#29
arnaghizadeh
closed
2 years ago
2
Permutation Function for FactorVAE
#28
DexterJZ
opened
3 years ago
1
Dataset not found (running in a google colab sheet)
#27
A7F
opened
3 years ago
6
Bump pyyaml from 5.1.2 to 5.4
#26
dependabot[bot]
closed
2 years ago
1
KL calculation in ladder VAE
#25
MordehayM
opened
3 years ago
0
LibTorch VAE Implementation
#24
pranav-vempati
closed
3 years ago
1
Why do you multiply kwargs['M_N'] in kld_loss?
#23
eezywu
closed
2 years ago
3
Why is sampling N/A for VQ-VAE?
#22
lastras
closed
2 years ago
1
fix for pytorch_lightning >= 1.0.0
#21
GPla
opened
3 years ago
2
fix import
#20
GPla
closed
3 years ago
0
The reconstruction fails
#19
MianchuWang
opened
3 years ago
2
minor glitches
#18
botkevin
closed
3 years ago
1
minor glitches
#17
botkevin
closed
3 years ago
1
Nan in loss function in TC-Beta VAE
#16
arijitthegame
opened
3 years ago
2
Negative value of STD (log_var) in latent representation.
#15
TimofeyKruk
opened
3 years ago
2
In factor vae: an inplace problem occurred when using loss.backward
#14
anewusername77
opened
3 years ago
2
Why not use rsample() PyTorch
#13
btilmon
closed
3 years ago
2
Why not use rsample() PyTorch?
#12
btilmon
closed
3 years ago
0
Vanilla-VAE and usage of kld_weight
#11
ksachdeva
closed
3 years ago
2
AttributeError: 'VAEXperiment' object has no attribute '_lazy_train_dataloader'
#10
Jia-Bin
closed
3 years ago
2
Sampling in the Vamp VAE model
#9
QipengGuo
closed
3 years ago
1
Linear layer weight init question
#8
BangguWu
opened
4 years ago
0
Val loss mismatch with train loss
#7
sachit-menon
opened
4 years ago
0
running program on macOS
#6
ForeverAT
closed
4 years ago
3
Error
#5
Hossein-Askari
closed
4 years ago
5
Dataset CIFAR-10
#4
josianerodrigues
closed
4 years ago
1
lightning 0.7.2
#3
williamFalcon
closed
2 years ago
3
Issues with newest version of Lightning (0.7.0 & 0.7.1)
#2
BradWyble
closed
4 years ago
3
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