bigGAN: LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS

其他 2018-10-25 20:21:17 阅读次数: 0

论文地址：bigGAN

这篇paper还在ICLR2018的审稿当中，但是由于效果太惊艳，已经引起了广泛的讨论。

这篇介绍的GAN模型用于生成高清图像，其生成的图像质量非常高，高到可以以假乱真的程度。先来几张感受一下：
bigGAN生成的图片
作者的工作主要体现在以下三点：

提出了两个简单的，提升模型scalability和conditioning(通过修改regularization scheme)的结构

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转载自blog.csdn.net/xs11222211/article/details/82955052

bigGAN: LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS

Large scale GAN training for high fidelity natural image synthesis解读

LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS

[论文笔记] LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS

【paddlepaddle论文复现】Large scale GAN training for high fidelity natural image synthesis论文学习

论文笔记：Large Scale GAN Training for High Fidelity Natural Image Synthesis

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

【论文解析】NeRFInvertor: High Fidelity NeRF-GAN Inversion for Single-shot Real Image Animation

High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

论文精度 —— 2017 CVPR《High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis》

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论文翻译 Spatial Fusion GAN for Image Synthesis

Dual pyramid GAN for semantic image synthesis

9、Cascaded Diffusion Models for High Fidelity Image Generation

Cascaded Diffusion Models for High Fidelity Image Generation (Paper reading)

【论文学习笔记】《Parallel WaveNet: Fast High-Fidelity Speech Synthesis》

Deep Hash in Large Scale Image Retrieval

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Text to image论文精读 GAN-CLS和GAN-INT：Generative Adversarial Text to Image Synthesis

论文阅读图片和文本联合训练：IMAGEBERT: CROSS-MODAL PRE-TRAINING WITH LARGE-SCALE WEAK-SUPERVISED IMAGE-TEXT DATA

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VGG —— Very Deep Convolutional Networks for Large-Scale Image Recognition

VGG：VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION

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