最新下载!2020年4月份70多篇GAN论文!

点击上方“机器学习与生成对抗网络”,关注"星标"

获取有趣、好玩的前沿干货!

最新下载!2020年4月份70多篇GAN论文!_第1张图片

骚年?五一看论文吗?

扫了一眼列表题目,似乎有几篇非常有趣(正文没看、具体内容不得而知

  • 无监督GAN中,如何精准控制生成内容?下面这篇论文通过对中间层特征无监督聚类,可以找到语义的区域部分!完成语义解耦,并以此进行插值重组、编辑!有意思!

    https://arxiv.org/pdf/2004.14367.pdf

最新下载!2020年4月份70多篇GAN论文!_第2张图片

  • GAN的逆映射(GAN inversion)现如何?https://arxiv.org/pdf/2004.00049.pdf

最新下载!2020年4月份70多篇GAN论文!_第3张图片

  • 还是控制GAN!可解释性!!!追求!

    https://arxiv.org/pdf/2004.02546.pdf 

最新下载!2020年4月份70多篇GAN论文!_第4张图片

  • deep image prior你懂的,非常有趣,这篇论文做了啥呢?https://arxiv.org/pdf/2003.13659.pdf 

最新下载!2020年4月份70多篇GAN论文!_第5张图片


001  (2020-04-30) Generative Adversarial Networks in Digital Pathology  A Survey on Trends and Future Potential

     https://arxiv.org/pdf/2004.14936.pdf

002  (2020-04-29) Image Morphing with Perceptual Constraints and STN Alignment

     https://arxiv.org/pdf/2004.14071.pdf

003  (2020-04-28) Residual Channel Attention Generative Adversarial Network for Image Super-Resolution and Noise Reduction

     https://arxiv.org/pdf/2004.13674.pdf

004  (2020-04-28) Robust Generative Adversarial Network

     https://arxiv.org/pdf/2004.13344.pdf

005  (2020-04-27) EM-GAN  Fast Stress Analysis for Multi-Segment Interconnect Using Generative Adversarial Networks

     https://arxiv.org/pdf/2004.13181.pdf

006  (2020-04-27) In-Vehicle Object Detection in the Wild for Driverless Vehicles

     https://arxiv.org/pdf/2004.12700.pdf

007  (2020-04-26) Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning

     https://arxiv.org/pdf/2004.12571.pdf

008  (2020-04-26) One-Shot Identity-Preserving Portrait Reenactment

     https://arxiv.org/pdf/2004.12452.pdf

009  (2020-04-26) Disentangled Image Generation Through Structured Noise Injection

     https://arxiv.org/pdf/2004.12411.pdf

010  (2020-04-23) Using GAN to Enhance the Accuracy of Indoor Human Activity Recognition

     https://arxiv.org/pdf/2004.11228.pdf

011  (2020-04-22) Unpaired Photo-to-manga Translation Based on The Methodology of Manga Drawing

     https://arxiv.org/pdf/2004.10634.pdf

012  (2020-04-22) Distributed Learning and Inference with Compressed Images

     https://arxiv.org/pdf/2004.10497.pdf

013  (2020-04-22) Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent

     https://arxiv.org/pdf/2004.10495.pdf

014  (2020-04-22) DeepFake Detection by Analyzing Convolutional Traces

     https://arxiv.org/pdf/2004.10448.pdf

015  (2020-04-21) Towards Universal Cosmological Emulators with Generative Adversarial Networks

     https://arxiv.org/pdf/2004.10223.pdf

016  (2020-04-21) Fine-Grained Expression Manipulation via Structured Latent Space

     https://arxiv.org/pdf/2004.09769.pdf

017  (2020-04-20) Pose Manipulation with Identity Preservation

     https://arxiv.org/pdf/2004.09169.pdf

018  (2020-04-18) Robust Density Estimation under Besov IPM Losses

     https://arxiv.org/pdf/2004.08597.pdf

019  (2020-04-17) Semi-Supervised Semantic Segmentation via Dynamic Self-Training and Class-Balanced Curriculum

     https://arxiv.org/pdf/2004.08514.pdf

020  (2020-04-17) Quality Prediction on Deep Generative Images

     https://arxiv.org/pdf/2004.08245.pdf

021  (2020-04-17) Emulation of cosmological mass maps with conditional generative adversarial networks

     https://arxiv.org/pdf/2004.08139.pdf

022  (2020-04-17) YuruGAN  Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset

     https://arxiv.org/pdf/2004.08066.pdf

023  (2020-04-17) Generative Adversarial Networks for Video-to-Video Domain Adaptation

     https://arxiv.org/pdf/2004.08058.pdf

024  (2020-04-16) On the use of Benford's law to detect GAN-generated images

     https://arxiv.org/pdf/2004.07682.pdf

025  (2020-04-16) OptiGAN  Generative Adversarial Networks for Goal Optimized Sequence Generation

     https://arxiv.org/pdf/2004.07534.pdf

026  (2020-04-15) F0-consistent many-to-many non-parallel voice conversion via conditional autoencoder

     https://arxiv.org/pdf/2004.07370.pdf

027  (2020-04-15) Continuous learning of face attribute synthesis

     https://arxiv.org/pdf/2004.06904.pdf

028  (2020-04-15) Effect of Input Noise Dimension in GANs

     https://arxiv.org/pdf/2004.06882.pdf

029  (2020-04-14) Line Art Correlation Matching Network for Automatic Animation Colorization

     https://arxiv.org/pdf/2004.06718.pdf

030  (2020-04-13) Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization

     https://arxiv.org/pdf/2004.06247.pdf

031  (2020-04-9) Towards GANs' Approximation Ability

     https://arxiv.org/pdf/2004.05912.pdf

032  (2020-04-13) Adversarial Likelihood-Free Inference on Black-Box Generator

     https://arxiv.org/pdf/2004.05803.pdf

033  (2020-04-11) DeepEDN  A Deep Learning-based Image Encryption and Decryption Network for Internet of Medical Things

     https://arxiv.org/pdf/2004.05523.pdf

034  (2020-04-11) Autoencoding Generative Adversarial Networks

     https://arxiv.org/pdf/2004.05472.pdf

035  (2020-04-9) Fully Automatic Electrocardiogram Classification System based on Generative Adversarial Network with Auxiliary Classifier

     https://arxiv.org/pdf/2004.04894.pdf

036  (2020-04-5) Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials

     https://arxiv.org/pdf/2004.04814.pdf

037  (2020-04-9) Using Skill Rating as Fitness on the Evolution of GANs

     https://arxiv.org/pdf/2004.04796.pdf

038  (2020-04-16) D-SRGAN  DEM Super-Resolution with Generative Adversarial Networks

     https://arxiv.org/pdf/2004.04788.pdf

039  (2020-04-6) Data Dieting in GAN Training

     https://arxiv.org/pdf/2004.04642.pdf

040  (2020-04-10) Parallel/distributed implementation of cellular training for generative adversarial neural networks

     https://arxiv.org/pdf/2004.04633.pdf

041  (2020-04-9) Adversarial Latent Autoencoders

     https://arxiv.org/pdf/2004.04467.pdf

042  (2020-04-9) Score-Guided Generative Adversarial Networks

     https://arxiv.org/pdf/2004.04396.pdf

043  (2020-04-21) Inpainting via Generative Adversarial Networks for CMB data analysis

     https://arxiv.org/pdf/2004.04177.pdf

044  (2020-04-8) S2A  Wasserstein GAN with Spatio-Spectral Laplacian Attention for Multi-Spectral Band Synthesis

     https://arxiv.org/pdf/2004.03867.pdf

045  (2020-04-8) Attentive Normalization for Conditional Image Generation

     https://arxiv.org/pdf/2004.03828.pdf

046  (2020-04-7) Mixture Density Conditional Generative Adversarial Network Models (MD-CGAN)

     https://arxiv.org/pdf/2004.03797.pdf

047  (2020-04-6) Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation

     https://arxiv.org/pdf/2004.03590.pdf

048  (2020-04-12) Inclusive GAN  Improving Data and Minority Coverage in Generative Models

     https://arxiv.org/pdf/2004.03355.pdf

049  (2020-03-30) FusedProp  Towards Efficient Training of Generative Adversarial Networks

     https://arxiv.org/pdf/2004.03335.pdf

050  (2020-04-7) Iconify  Converting Photographs into Icons

     https://arxiv.org/pdf/2004.03179.pdf

051  (2020-04-7) Deep Attentive Generative Adversarial Network for Photo-Realistic Image De-Quantization

     https://arxiv.org/pdf/2004.03150.pdf

052  (2020-04-6) Generative Adversarial Zero-shot Learning via Knowledge Graphs

     https://arxiv.org/pdf/2004.03109.pdf

053  (2020-04-6) Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning

     https://arxiv.org/pdf/2004.02762.pdf

054  (2020-04-6) GANSpace  Discovering Interpretable GAN Controls

     https://arxiv.org/pdf/2004.02546.pdf

055  (2020-04-5) Game of Learning Bloch Equation Simulations for MR Fingerprinting

     https://arxiv.org/pdf/2004.02270.pdf

056  (2020-04-8) Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks

     https://arxiv.org/pdf/2004.02182.pdf

057  (2020-04-8) A Discriminator Improves Unconditional Text Generation without Updating the Generator

     https://arxiv.org/pdf/2004.02135.pdf

058  (2020-04-4) Arbitrary Scale Super-Resolution for Brain MRI Images

     https://arxiv.org/pdf/2004.02086.pdf

059  (2020-04-4) Theoretical Insights into the Use of Structural Similarity Index In Generative Models and Inferential Autoencoders

     https://arxiv.org/pdf/2004.01864.pdf

060  (2020-04-3) The equivalence between Stein variational gradient descent and black-box variational inference

     https://arxiv.org/pdf/2004.01822.pdf

061  (2020-04-4) Discriminator Contrastive Divergence  Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator

     https://arxiv.org/pdf/2004.01704.pdf

062  (2020-04-3) CPPN2GAN  Combining Compositional Pattern Producing Networks and GANs for Large-scale Pattern Generation

     https://arxiv.org/pdf/2004.01703.pdf

063  (2020-04-3) FeederGAN  Synthetic Feeder Generation via Deep Graph Adversarial Nets

     https://arxiv.org/pdf/2004.01407.pdf

064  (2020-04-10) Generative Adversarial Networks for Crystal Structure Prediction

     https://arxiv.org/pdf/2004.01396.pdf

065  (2020-04-2) STAN-CT  Standardizing CT Image using Generative Adversarial Network

     https://arxiv.org/pdf/2004.01307.pdf

066  (2020-04-2) Detection of Coronavirus (COVID-19) Associated Pneumonia based on Generative Adversarial Networks and a Fine-Tuned Deep Transfer Learning Model using Chest X-ray Dataset

     https://arxiv.org/pdf/2004.01184.pdf

067  (2020-04-7) iMetricGAN  Intelligibility Enhancement for Speech-in-Noise using Generative Adversarial Network-based Metric Learning

     https://arxiv.org/pdf/2004.00932.pdf

068  (2020-04-2) Controllable Orthogonalization in Training DNNs

     https://arxiv.org/pdf/2004.00917.pdf

069  (2020-04-8) Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis

     https://arxiv.org/pdf/2004.00173.pdf

070  (2020-03-31) Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks

     https://arxiv.org/pdf/2004.00151.pdf

071  (2020-03-31) Learning Generative Models of Tissue Organization with Supervised GANs

     https://arxiv.org/pdf/2004.00140.pdf

072  (2020-03-31) In-Domain GAN Inversion for Real Image Editing

     https://arxiv.org/pdf/2004.00049.pdf


公众号近期荐读:

  • GAN整整6年了!是时候要来捋捋了! 

  • 新手指南综述 | GAN模型太多,不知道选哪儿个?

  • 数百篇GAN论文已下载好!配一份生成对抗网络最新综述!

  • 图卷积网络GCN的理解与介绍

  • 【CapsulesNet的解析】了解一下胶囊网络?

  • 【综述笔记】一些弱监督语义分割论文

  • 人脸生成新SOTA?它还是GAN。

  • 结合GAN的零次学习(zero-shot learning)

  • GAN的图像修复:多样化补全

  • CVPR2020之MSG-GAN:简单有效的SOTA

  • CVPR2020之姿势变换GAN:图像里谁都会劈叉?

  • CVPR2020之多码先验GAN:预训练模型如何使用?

  • 两幅图像!这样能训练好GAN做图像转换吗? 

  • 单图训GAN!如何改进SinGAN?

  • 有点夸张、有点扭曲!速览这些GAN如何夸张漫画化人脸!

  • 见微知细之超分辨率GAN!附70多篇论文下载!

  • 天降斯雨,于我却无!GAN用于去雨如何?

  • 脸部转正!GAN能否让侧颜杀手、小猪佩奇真容无处遁形?

  • 容颜渐失!GAN来预测?

  • 强数据所难!SSL(半监督学习)结合GAN如何?

  • 弱水三千,只取你标!AL(主动学习)结合GAN如何?

  • 异常检测,GAN如何gan ?

  • 虚拟换衣!速览这几篇最新论文咋做的!

  • 脸部妆容迁移!速览几篇用GAN来做的论文

  • 【1】GAN在医学图像上的生成,今如何?

  • 01-GAN公式简明原理之铁甲小宝篇


GAN&CV交流群,无论小白还是大佬,诚挚邀您加入!

一起讨论交流!长按备注【进群】加入:

更多分享、长按关注本公众号:

你可能感兴趣的:(GAN生成对抗网络)