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09/15/2021
Resolution-robust Large Mask Inpainting with Fourier Convolutions
Modern image inpainting systems, despite the significant progress, often...
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05/05/2021
Perceptual Gradient Networks
Many applications of deep learning for image generation use perceptual l...
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08/21/2020
DeepLandscape: Adversarial Modeling of Landscape Video
We build a new model of landscape videos that can be trained on a mixtur...
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11/27/2018
Learning State Representations in Complex Systems with Multimodal Data
Representation learning becomes especially important for complex systems...
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11/19/2018
SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint
We present a novel approach to image manipulation and understanding by s...
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09/12/2018
Label Denoising with Large Ensembles of Heterogeneous Neural Networks
Despite recent advances in computer vision based on various convolutiona...
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06/06/2018