DuaneNielsen DeepInfomaxPytorch issues

DuaneNielsen / DeepInfomaxPytorch

Learning deep representations by mutual information estimation and maximization

https://arxiv.org/abs/1808.06670

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some potential bugs w.r.t BN layers

#18 JingyuYang1997 closed 1 year ago
1
How would I apply this to non-image (1-dimensional) data?

#17 JAEarly opened 2 years ago
2
Matching representations to a prior distribution is wrong?

#16 kosta-jo opened 3 years ago
3
model_path = Path(r'c:\data\deepinfomax\models\run1\encoder' + str(epoch))

#15 zhaoji-1024 opened 3 years ago
0
How was the result with full loss used?

#14 YounkHo opened 3 years ago
0
Why this code don't apply adversarial training?

#13 GuardSkill opened 3 years ago
1
epoch restart?

#12 yujiapingff closed 3 years ago
1
The loss value is negative

#11 tianlili1 opened 4 years ago
1
RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation

#10 liunanbo closed 4 years ago
1
loss score become negative infinity and nan

#9 liunanbo closed 4 years ago
5
Why do you fine-tune the encoder when training a classifier?

#8 universome closed 4 years ago
1
Why the experimental results are inferior to those reported in paper?

#7 wangxu-scu closed 5 years ago
2
Why does prior distribution have no encoder loss？

#6 HaopengZhang96 opened 5 years ago
10
FileNotFoundError: [Errno 2] No such file or directory: 'c:\\data\\deepinfomax\\models\\run5/encoder860.wgt'

#5 haohuazhu closed 4 years ago
3
Questions about loss functions

#4 TulsiJain closed 5 years ago
2
Question about the loss function

#3 JaeDukSeo closed 5 years ago
3
Great Code!

#2 JaeDukSeo closed 5 years ago
2
The prior is wrong

#1 Abraham0912541 closed 5 years ago
12