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Search results with tag "Perceptual losses for real time"
Perceptual Losses for Real-Time Style Transfer and Super ...
svl.stanford.eduPerceptual Losses for Real-Time Style Transfer and Super-Resolution 5 To address the shortcomings of per-pixel losses and allow our loss functions to better measure perceptual and semantic di erences between images, we draw inspiration from recent work that generates images via optimization [7{11]. The
Perceptual Losses for Real-Time Style Transfer and Super ...
cs.stanford.eduSemantic segmentation methods [4,6,14{17] produce dense scene labels by running networks in a fully-convolutional manner over input images, training with a per-pixel classi cation loss. Recent methods for depth [6,5,18] and sur- ... minimizing a feature reconstruction loss in order to understand the image in-formation retained by di erent ...