However, SAM’s perturbation is based solely on the gradient of the standard cross-entropy loss. As the model approaches ... Together, this combination of the AACE loss function and label smoothing ...

The choice of loss functions, despite being a critical factor when training image restoration networks, has attracted little attention. The existing losses are primarily based on semantic or ...