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05/07/2019
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks
Video restoration tasks, including super-resolution, deblurring, etc, ar...
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04/23/2019
Path-Restore: Learning Network Path Selection for Image Restoration
Very deep Convolutional Neural Networks (CNNs) have greatly improved the...
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11/26/2018
Deep Network Interpolation for Continuous Imagery Effect Transition
Deep convolutional neural network has demonstrated its capability of lea...
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09/07/2018
Improving On-policy Learning with Statistical Reward Accumulation
Deep reinforcement learning has obtained significant breakthroughs in re...
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09/01/2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
The Super-Resolution Generative Adversarial Network (SRGAN) is a seminal...
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04/10/2018
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning
We investigate a novel approach for image restoration by reinforcement l...
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04/09/2018
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform
Despite that convolutional neural networks (CNN) have recently demonstra...
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08/09/2016
