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Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"

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Is it possible to add more concept categories? Like what you did in "Network Dissection: Quantifying Interpretability of Deep Visual Representations" We really need another two concept categories. Thanks

I encountered the following error while running dissect_classifier_experiment.ipynb `compute_acts() takes 1 positional argument but 2 were given` while executing the following cell `unit_images = iv.masked_images_for_topk( compute_acts, dataset, topk, k=5, num_workers=30,...

![image](https://user-images.githubusercontent.com/32335870/111795523-3eb63300-8902-11eb-840d-64ac8622c2ae.png) ![image](https://user-images.githubusercontent.com/32335870/111796018-b4220380-8902-11eb-82f6-d143ffe70ef1.png) Hi I encountered this error when I am trying to run the experiment dissect_experiment.py The Cuda Driver that I am using is cuda-10.1 (cuda-10.2 in this repository). What...

Hello, I wonder if you publish dissect results on models other than VGG16 somewhere?

Hi, I'd like to ask a question regarding your paper. I'm interested in Fig 2.C and Fig S4.a,b. If I understand correctly, there you remove 256 neurons least relevant to...

Hi, I am trying to setup the codebase and run the cells part of dissect_classifier_experiment.ipynb However, I am running into the following error: ImportError: No module named '_prroi_pooling' Please find...

Hello and thanks for your fascinating work, I was using the Broden dataset and stumbled upon images (e.g. the 30th image) that contained the scene label 0 instead of nan...