Active-Learning-Bayesian-Convolutional-Neural-Networks
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Riashat
Active Learning on Image Data using Bayesian ConvNets
Hello, In the code for the standard deviation acquisition function (Segnet), the standard deviation seems to not be properly calculated. Lines 236-237 in the demo read: ``` for d_iter in...
The paper describes computing variational inference via monte carlo estimates -- where is the monte carlo estimation performed in the code?
In file Active-Learning-Bayesian-Convolutional-Neural-Networks/ConvNets/active_learning/BCNN_cifar10.py , the architecture of the model is still a CNN, rather than a BCNN. Besides, the training method in this file is SGD + momentum, which is...
When reading the paper "Deep Bayesian Active Learning with Image Data", I was interested in the results of Figure 2. Specifically, I wanted to replicate the **Bald VS Deterministic Bald**...
can you give me some advises? I want to realize that applying traditional active learning method to cnn model, such as maximal entropy, but I fail. [network] ` model =...
