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Titlebook: Computer Vision – ECCV 2018; 15th European Confer Vittorio Ferrari,Martial Hebert,Yair Weiss Conference proceedings 2018 Springer Nature Sw

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Transferring GANs: Generating Images from Limited Dataditioning. Our results also suggest that density is more important than diversity and a dataset with one or few densely sampled classes is a better source model than more diverse datasets such as ImageNet or Places.
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Proxy Clouds for Live RGB-D Stream Processing and Consolidationcessing of RGB-D data with . includes noise and temporal flickering removal, hole filling and resampling. As a substitute of the observed scene, our . can additionally be applied to compression and scene reconstruction. We present experiments performed with our framework in indoor scenes of differen
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Key-Word-Aware Network for Referring Expression Image Segmentationic properties of visual and textual information, existing works usually deal with this task by directly feeding a foreground/background classifier with cascaded image and text features, which are extracted from each image region and the whole query, respectively. On the one hand, they ignore that ea
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A Segmentation-Aware Deep Fusion Network for Compressed Sensing MRI The deep neural network models provide the stronger representation ability and faster reconstruction compared with “shallow” optimization-based methods. However, in the existing deep-based CS-MRI models, the high-level semantic supervision information from massive segmentation-labels in MRI dataset
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