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(GAN)Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks Translation
CV Paper List $$\mathbf{Precomputed\;Real-Time\;Texture\;Synthesis\;with}$$ $$\mathbf{Markovian\;Generative\;Adversarial\;Networks}$$ \(\mathbf{Abstract}\) This paper proposes Markovian Generative Adversarial Networks (MGANs), a method for training generative neural networks for efficient texture synthesis. While deep neural network appro... Read More
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(GAN)Semi-Supervised Learning with Generative Adversarial Networks Translation
CV Paper List $$\mathbf{Semi-Supervised\;Learning\;with\;Generative\;Adversarial\;Networks}$$ \(\mathbf{Abstract}\) We extend Generative Adversarial Networks (GANs) to the semi-supervised context by forcing the discriminator network to output class labels. We train a generative model G and a discriminator D on a dataset with inputs belongi... Read More
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(GAN)ENERGY-BASED GENERATIVE ADVERSARIAL NETWORKS Translation
CV Paper List \(\mathbf{ENERGY-BASED\;GENERATIVE\;ADVERSARIAL\;NETWORKS}\) \(\mathbf{Abstract}\) We introduce the “Energy-based Generative Adversarial Network” model (EBGAN) which views the discriminator as an energy function that attributes low energies to the regions near the data manifold and higher energies to other regions. Similar to... Read More
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TEX error to Jekyll
분명히 MathJex 설정을 잘못한거 같은데 수정할 시간은 없고… 일단 적용안되는 문법이 있어서 기술해둠 Error Tex Explanation \mathbb{} Git에서는 사용됨, Jekyll에선 안됨 (a)_{b} .. $$ 한 문장에 괄호_{} 문법을 하고 $$ 문법을 추가하면 에러생김 \underset{\parallel}{x} underset 아래에 $\parallel$사용 안됨 \underbrace{}{} ... Read More
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(GAN)U-Net: Convolutional Networks for Biomedical Image Segmentation Translation
CV Paper List \(\mathbf{U-Net:\;Convolutional\;Networks\;for\;Biomedical\;Image\;Segmentation}\) \(\mathbf{Abstract}\) There is large consent that successful training of deep networks requires many thousand annotated training samples. In this paper, we present a network and training strategy that relies on the strong use of data augmentati... Read More
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(GAN)Image-to-Image Translation with Conditional Adversarial Networks Translation
CV Paper List $$\mathbf{Image-to-Image\;Translation\;with\;Conditional\;Adversarial\;Networks}$$ Figure 1: Many problems in image processing, graphics, and vision involve translating an input image into a corresponding output image. These problems are often treated with application-specific algorithms, even though the setting is always th... Read More
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(GAN)Conditional Generative Adversarial Nets Translation
CV Paper List \(\mathbf{Conditional\;Generative\;Adversarial\;Nets}\) \(\mathbf{Abstract}\) Generative Adversarial Nets [8] were recently introduced as a novel way to train generative models. In this work we introduce the conditional version of generative adversarial nets, which can be constructed by simply feeding the data, y, we wish to ... Read More