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06/08/2021
LipSync3D: Data-Efficient Learning of Personalized 3D Talking Faces from Video using Pose and Lighting Normalization
In this paper, we present a video-based learning framework for animating...
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07/11/2020
Lightweight Modules for Efficient Deep Learning based Image Restoration
Low level image restoration is an integral component of modern artificia...
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08/16/2019
The Angel is in the Priors: Improving GAN based Image and Sequence Inpainting with Better Noise and Structural Priors
Contemporary deep learning based inpainting algorithms are mainly based ...
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08/14/2019
Faster Unsupervised Semantic Inpainting: A GAN Based Approach
In this paper, we propose to improve the inference speed and visual qual...
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10/20/2018
Improved Techniques for GAN based Facial Inpainting
In this paper we present several architectural and optimization recipes ...
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10/18/2018
Unsupervised Domain Adaptation for Learning Eye Gaze from a Million Synthetic Images: An Adversarial Approach
With contemporary advancements of graphics engines, recent trend in deep...
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10/04/2018
Unsupervised Adversarial Visual Level Domain Adaptation for Learning Video Object Detectors from Images
Deep learning based object detectors require thousands of diversified bo...
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09/05/2018
Retinal Vessel Segmentation under Extreme Low Annotation: A Generative Adversarial Network Approach
Contemporary deep learning based medical image segmentation algorithms r...
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11/16/2017
Improving Consistency and Correctness of Sequence Inpainting using Semantically Guided Generative Adversarial Network
Contemporary benchmark methods for image inpainting are based on deep ge...
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09/19/2016