IBA
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BioroboticsLab
Information Bottlenecks for Attribution
When installing the package on a windows system I get the following error: ``` Traceback (most recent call last): [...] File "setup.py", line 12, in long_description=open("README.md").read(), [...] UnicodeDecodeError: 'charmap' codec...
Hi! The paper is really great, and thank you for sharing the code here. I have a quick question about how you calculate k. In the paper, it is said...
First of all, thank you very much for your open source code! Your work is great! But when I ran the code in "pytorch_IBA_train_readout.ipynb", I found information_ Loss is all...
Hi, I meet two problems when training the readout network. 1. https://github.com/BioroboticsLab/IBA/blob/34baed689b6a6f6e528a329d5386281dbba28dee/IBA/pytorch_readout.py#L128 does not work now, since https://github.com/BioroboticsLab/IBA/blob/34baed689b6a6f6e528a329d5386281dbba28dee/IBA/pytorch.py#L412 accepts one argument now. (Currently, I checkout to the previous commit) 2....
- [x] fix bibtex - [x] fix pytorch example - [x] fix installation instruction - [x] add tensorflow example - [x] link documentation - [x] include GIF - [x] add...
A few remarks to the PyTorch IBA API: - [x] `IBA.heatmap` rename to `IBA.analyze`. Add flag to switch between `saliency_map` (in bits, channels summed, scaled to input image) or `capacity`...
Hey, I would like to know how can one adjust the code for different input dimensions. It is working for (3,W,H) images; I would like to use IBA for inputs...
In the Readout example, a closure is handed into the `analyze` function: https://github.com/BioroboticsLab/IBA/blob/master/notebooks/pytorch_IBA_train_readout.ipynb ``` model_loss_closure = lambda x: -torch.log_softmax(model(x), 1)[:, target].mean() heatmap = iba.analyze(img[None].to(dev), model_loss_closure) ``` This is probably not...