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rdevon / DIM

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

BSD 3-Clause "New" or "Revised" License

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Figure 4: Scatter plots of M I(x; y) versus JSD(p(x, y)||p(x)p(y))

#53 mevanekanayake opened 1 year ago
0
controller = Controller(inputs=dict(inputs='data.images'), **models)

#52 hexing123456 opened 1 year ago
0
questions about bi-level optimization in prior matching loss

#51 KennyNH opened 2 years ago
0
Hi Masoudpz,

#50 westamine opened 2 years ago
1
Question about prior matching

#49 kosta-jo closed 2 years ago
2
Using new dataset

#48 kosta-jo closed 2 years ago
0
A TypeError in running

#47 fenoix opened 3 years ago
0
The version of cortex

#46 severous closed 3 years ago
0
How to understand mutual information in deterministic deep networks?

#45 cosoldier opened 3 years ago
0
Something about Eq.4 in your paper that I can't understand

#44 HellFireC02 opened 3 years ago
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KeyError: '`torchvision` not found in .cortex.yml data_paths'

#43 pengyang1225 opened 3 years ago
0
I'm having No module named 'cortex_DIM' error

#42 ooodragon94 opened 4 years ago
1
Can I use your code on a small sample dataset?

#41 ccwwhh101 closed 4 years ago
0
MINE as an estimation of Mutual Information between input space and latent representation

#40 sachahai opened 4 years ago
1
Question about sampling the x' (negative samples) & code.

#39 WOWNICE closed 4 years ago
4
High level question about discriminator

#38 mm04926412 opened 4 years ago
1
A question about the discriminator in CIFAR10 on a DCGAN architecture - local.

#37 yassouali closed 4 years ago
1
Questions about prior matching part

#36 HeimingX opened 4 years ago
1
Where is the discriminator network parametrized by omega?

#35 litlep-nibbyt opened 4 years ago
1
Table 3. CPC comparision, ResNet 50 design choice

#34 insikk opened 4 years ago
1
Load training curve after training finished

#33 insikk closed 4 years ago
1
how to compute mutual information between two images?

#32 masoudpz opened 4 years ago
5
How to generate 'fake' samples?

#31 jingcx closed 4 years ago
2
Random Initialization of Resnet arch

#30 MrAcademic opened 5 years ago
2
Concat-and-convolve architecture

#29 tanimutomo opened 5 years ago
1
how can I train on GPU?

#28 insikk closed 5 years ago
2
Error in debugging in pycharm

#27 jingcx closed 5 years ago
1
Load Trained model

#26 MrAcademic closed 5 years ago
0
torch version

#25 MrAcademic closed 5 years ago
3
4 saved nets

#24 masoudpz opened 5 years ago
7
Load .t7 data file error

#23 masoudpz closed 5 years ago
0
code for training a generator

#22 SkyeLu opened 5 years ago
3
problem in installing DIM

#21 masoudpz closed 5 years ago
1
Does not have scripts/main.py

#20 NingMa-AI closed 5 years ago
0
Code vs paper

#19 dev7mt closed 5 years ago
5
KeyError: '`torchvision` not found in .cortex.yml data_paths'

#18 duan348733684 closed 5 years ago
2
Hi and thanks for your paper, I see this error when i run pip install . Could not find a version that satisfies the requirement cortex==0.13a0 (from cortex-DIM==0.13) (from versions: 0.1a0, 0.11) No matching distribution found for cortex==0.13a0 (from cortex-DIM==0.13) What's wrong?

#17 duan348733684 closed 5 years ago
2
work with network after training

#16 masoudpz closed 5 years ago
2
TypeError: __init__() got an unexpected keyword argument 'inputs'

#15 adarshbhandaryp closed 5 years ago
6
error on installing cortex-DIM

#14 masoudpz closed 5 years ago
10
missing file

#13 shadowwkl closed 5 years ago
2
Is Eq. 8 in the paper correct?

#12 ajtejankar closed 5 years ago
2
A training error on CIFAR10?

#11 chenfsjz closed 5 years ago
7
Concat and convolve / Encoder and dot

#10 adarshbhandaryp closed 5 years ago
1
code for tiny imagenet

#9 Cory-M closed 5 years ago
3
a bug in the code?

#8 Cory-M closed 5 years ago
3
Imported setup in the setup file

#7 KnHuq closed 5 years ago
1
when will you update your code?

#6 Gogumee closed 5 years ago
3
A problem in your paper

#5 Abraham0912541 closed 5 years ago
3
a bug in paper?

#4 bojone closed 5 years ago
2