vanishing gradient problem
Technical term in deep learning where gradients become extremely small during backpropagation, hindering training of deep neural networks.
深いネットワークでは勾配消失問題が発生しやすい。
In deep networks, the vanishing gradient problem tends to occur.
勾配消失問題は深いネットワークで起こりやすい。
The vanishing gradient problem tends to occur in deep networks.
The opposite problem where gradients become excessively large, also hindering training.
Compound of 勾配 (gradient), 消失 (vanishing), and 問題 (problem), directly translating the English term 'vanishing gradient problem'.