Why BCE is used instead of CE with Softmax?

[JoyHuYY1412]

Each task seems to be a multi-class classification, so why not using nn.CrossEntropyLoss?

[brjathu]

To minimize catastrophic forgetting, it's better not to pull down the previously learned distributions, even if they are not present in the training data.