Cross fusion attention and frequency loss for image style transfer
Focal Frequency Loss for Image Reconstruction and Synthesis
An alternative solution is focal loss [41], which is a scaled cross-entropy loss. ... losses for real-time style transfer and super-resolution. In. ECCV, 2016. 2 ...
Domain Adaptation via Image Style Transfer - Prof. Toby Breckon
An overly simplistic solution to a transla- tion problem such as depth estimation would be employing a network that attempts to minimise a reconstruction loss ( ...
Transformer (deep learning architecture) - Wikipedia
A transformer is a deep learning architecture developed by researchers at Google and based on the multi-head attention mechanism, proposed in the 2017 paper ...
Perceptual Losses for Real-Time Style Transfer and Super-Resolution
Recent methods for such problems typically train feed-forward convolutional neural networks us- ing a per-pixel loss between the output and ground-truth images.
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