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Skin the sheep not only once: Reusing Various Depth Datasets to Drive the Learning of Optical Flow
Lastly, as the optical flow maps under different geometric augmentations actually exhibit distinct characteristics, an auxiliary classifier which trains to identify the type of augmentation from the appearance of the flow map is utilized to further enhance the learning of the optical flow estimator.
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