最新下载！一览2020年3月至今90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！

• 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！搭配一份生成对抗网络最新综述！ 

• CVPR2020之多码先验GAN：预训练模型如何使用？
  

• 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？
  

• 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

---

001  (2020-04-7) Inclusive GAN  Improving Data and Minority Coverage in Generative Models

     https://arxiv.xilesou.top/pdf/2004.03355.pdf

002  (2020-03-30) FusedProp  Towards Efficient Training of Generative Adversarial Networks

     https://arxiv.xilesou.top/pdf/2004.03335.pdf

003  (2020-04-7) Iconify  Converting Photographs into Icons

     https://arxiv.xilesou.top/pdf/2004.03179.pdf

004  (2020-04-7) Deep Attentive Generative Adversarial Network for Photo-Realistic Image De-Quantization

     https://arxiv.xilesou.top/pdf/2004.03150.pdf

005  (2020-04-6) Generative Adversarial Zero-shot Learning via Knowledge Graphs

     https://arxiv.xilesou.top/pdf/2004.03109.pdf

006  (2020-04-6) Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning

     https://arxiv.xilesou.top/pdf/2004.02762.pdf

007  (2020-04-6) GANSpace  Discovering Interpretable GAN Controls

     https://arxiv.xilesou.top/pdf/2004.02546.pdf

008  (2020-04-5) Game of Learning Bloch Equation Simulations for MR Fingerprinting

     https://arxiv.xilesou.top/pdf/2004.02270.pdf

009  (2020-04-7) Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks

     https://arxiv.xilesou.top/pdf/2004.02182.pdf

010  (2020-04-6) A Discriminator Improves Unconditional Text Generation without Updating the Generator

     https://arxiv.xilesou.top/pdf/2004.02135.pdf

011  (2020-04-4) Arbitrary Scale Super-Resolution for Brain MRI Images

     https://arxiv.xilesou.top/pdf/2004.02086.pdf

012  (2020-04-4) Theoretical Insights into the Use of Structural Similarity Index In Generative Models and Inferential Autoencoders

     https://arxiv.xilesou.top/pdf/2004.01864.pdf

013  (2020-04-3) The equivalence between Stein variational gradient descent and black-box variational inference

     https://arxiv.xilesou.top/pdf/2004.01822.pdf

014  (2020-04-4) Discriminator Contrastive Divergence  Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator

     https://arxiv.xilesou.top/pdf/2004.01704.pdf

015  (2020-04-3) CPPN2GAN  Combining Compositional Pattern Producing Networks and GANs for Large-scale Pattern Generation

     https://arxiv.xilesou.top/pdf/2004.01703.pdf

016  (2020-04-3) FeederGAN  Synthetic Feeder Generation via Deep Graph Adversarial Nets

     https://arxiv.xilesou.top/pdf/2004.01407.pdf

017  (2020-04-6) Generative Adversarial Networks for Crystal Structure Prediction

     https://arxiv.xilesou.top/pdf/2004.01396.pdf

018  (2020-04-2) STAN-CT  Standardizing CT Image using Generative Adversarial Network

     https://arxiv.xilesou.top/pdf/2004.01307.pdf

019  (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.xilesou.top/pdf/2004.01184.pdf

020  (2020-04-7) iMetricGAN  Intelligibility Enhancement for Speech-in-Noise using Generative Adversarial Network-based Metric Learning

     https://arxiv.xilesou.top/pdf/2004.00932.pdf

021  (2020-04-2) Controllable Orthogonalization in Training DNNs

     https://arxiv.xilesou.top/pdf/2004.00917.pdf

022  (2020-03-31) Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis

     https://arxiv.xilesou.top/pdf/2004.00173.pdf

023  (2020-03-31) Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks

     https://arxiv.xilesou.top/pdf/2004.00151.pdf

024  (2020-03-31) Learning Generative Models of Tissue Organization with Supervised GANs

     https://arxiv.xilesou.top/pdf/2004.00140.pdf

025  (2020-03-31) In-Domain GAN Inversion for Real Image Editing

     https://arxiv.xilesou.top/pdf/2004.00049.pdf

026  (2020-03-30) AvatarMe  Realistically Renderable 3D Facial Reconstruction  in-the-wild 

     https://arxiv.xilesou.top/pdf/2003.13845.pdf

027  (2020-03-30) ActGAN  Flexible and Efficient One-shot Face Reenactment

     https://arxiv.xilesou.top/pdf/2003.13840.pdf

028  (2020-03-31) Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

     https://arxiv.xilesou.top/pdf/2003.13659.pdf

029  (2020-03-19) Vox2Vox  3D-GAN for Brain Tumour Segmentation

     https://arxiv.xilesou.top/pdf/2003.13653.pdf

030  (2020-03-30) A game-theoretic approach for Generative Adversarial Networks

     https://arxiv.xilesou.top/pdf/2003.13637.pdf

031  (2020-03-30) Re-purposing Heterogeneous Generative Ensembles with Evolutionary Computation

     https://arxiv.xilesou.top/pdf/2003.13532.pdf

032  (2020-03-30) Human Motion Transfer with 3D Constraints and Detail Enhancement

     https://arxiv.xilesou.top/pdf/2003.13510.pdf

033  (2020-03-29) Structure-Preserving Super Resolution with Gradient Guidance

     https://arxiv.xilesou.top/pdf/2003.13081.pdf

034  (2020-03-29) When Autonomous Systems Meet Accuracy and Transferability through AI  A Survey

     https://arxiv.xilesou.top/pdf/2003.12948.pdf

035  (2020-03-31) Adversarial Imitation Attack

     https://arxiv.xilesou.top/pdf/2003.12760.pdf

036  (2020-03-31) DaST  Data-free Substitute Training for Adversarial Attacks

     https://arxiv.xilesou.top/pdf/2003.12703.pdf

037  (2020-03-27) GAN-based Priors for Quantifying Uncertainty

     https://arxiv.xilesou.top/pdf/2003.12597.pdf

038  (2020-03-27) An Investigation into the Stochasticity of Batch Whitening

     https://arxiv.xilesou.top/pdf/2003.12327.pdf

039  (2020-03-27) Light Field Image Coding Using Dual Discriminator Generative Adversarial Network and VVC Temporal Scalability

     https://arxiv.xilesou.top/pdf/2003.12322.pdf

040  (2020-03-27) BachGAN  High-Resolution Image Synthesis from Salient Object Layout

     https://arxiv.xilesou.top/pdf/2003.11690.pdf

041  (2020-02-17) Stochastic reconstruction of periodic three-dimensional multi-phase electrode microstructures using generative adversarial networks

     https://arxiv.xilesou.top/pdf/2003.11632.pdf

042  (2020-03-25) Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis

     https://arxiv.xilesou.top/pdf/2003.11571.pdf

043  (2020-03-12) EB-dynaRE  Real-Time Adjustor for Brownian Movement with Examples of Predicting Stock Trends Based on a Novel Event-Based Supervised Learning Algorithm

     https://arxiv.xilesou.top/pdf/2003.11473.pdf

044  (2020-03-25) Plausible Counterfactuals  Auditing Deep Learning Classifiers with Realistic Adversarial Examples

     https://arxiv.xilesou.top/pdf/2003.11323.pdf

045  (2020-03-25) MIM-Based Generative Adversarial Networks and Its Application on Anomaly Detection

     https://arxiv.xilesou.top/pdf/2003.11285.pdf

046  (2020-04-1) Predictive Business Process Monitoring via Generative Adversarial Nets  The Case of Next Event Prediction

     https://arxiv.xilesou.top/pdf/2003.11268.pdf

047  (2020-03-20) Palm-GAN  Generating Realistic Palmprint Images Using Total-Variation Regularized GAN

     https://arxiv.xilesou.top/pdf/2003.10834.pdf

048  (2020-03-14) An advanced hybrid deep adversarial autoencoder for parameterized nonlinear fluid flow modelling

     https://arxiv.xilesou.top/pdf/2003.10547.pdf

049  (2020-03-9) Generating Natural Language Adversarial Examples on a Large Scale with Generative Models

     https://arxiv.xilesou.top/pdf/2003.10388.pdf

050  (2020-03-23) DYSAN  Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks

     https://arxiv.xilesou.top/pdf/2003.10325.pdf

051  (2020-03-20) Predicting Real-Time Locational Marginal Prices  A GAN-Based Video Prediction Approach

     https://arxiv.xilesou.top/pdf/2003.09527.pdf

052  (2020-03-20) Dual-discriminator GAN  A GAN way of profile face recognition

     https://arxiv.xilesou.top/pdf/2003.09116.pdf

053  (2020-03-19) Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN

     https://arxiv.xilesou.top/pdf/2003.09088.pdf

054  (2020-04-4) Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network

     https://arxiv.xilesou.top/pdf/2003.09085.pdf

055  (2020-03-19) GAN Compression  Efficient Architectures for Interactive Conditional GANs

     https://arxiv.xilesou.top/pdf/2003.08936.pdf

056  (2020-03-19) GIQA  Generated Image Quality Assessment

     https://arxiv.xilesou.top/pdf/2003.08932.pdf

057  (2020-03-20) Leveraging Frequency Analysis for Deep Fake Image Recognition

     https://arxiv.xilesou.top/pdf/2003.08685.pdf

058  (2020-03-19) RADIOGAN  Deep Convolutional Conditional Generative adversarial Network To Generate PET Images

     https://arxiv.xilesou.top/pdf/2003.08663.pdf

059  (2020-03-18) OpenGAN  Open Set Generative Adversarial Networks

     https://arxiv.xilesou.top/pdf/2003.08074.pdf

060  (2020-03-18) Capsule GAN Using Capsule Network for Generator Architecture

     https://arxiv.xilesou.top/pdf/2003.08047.pdf

061  (2020-03-23) Generating Electronic Health Records with Multiple Data Types and Constraints

     https://arxiv.xilesou.top/pdf/2003.07904.pdf

062  (2020-03-22) A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs

     https://arxiv.xilesou.top/pdf/2003.07886.pdf

063  (2020-03-17) Blur Noise and Compression Robust Generative Adversarial Networks

     https://arxiv.xilesou.top/pdf/2003.07849.pdf

064  (2020-03-17) Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification

     https://arxiv.xilesou.top/pdf/2003.07833.pdf

065  (2020-03-16) Object-Centric Image Generation from Layouts

     https://arxiv.xilesou.top/pdf/2003.07449.pdf

066  (2020-03-15) House-GAN  Relational Generative Adversarial Networks for Graph-constrained House Layout Generation

     https://arxiv.xilesou.top/pdf/2003.06988.pdf

067  (2020-03-14) From W-Net to CDGAN  Bi-temporal Change Detection via Deep Learning Techniques

     https://arxiv.xilesou.top/pdf/2003.06583.pdf

068  (2020-03-13) BigGAN-based Bayesian reconstruction of natural images from human brain activity

     https://arxiv.xilesou.top/pdf/2003.06105.pdf

069  (2020-03-12) Resolution enhancement and realistic speckle recovery with generative adversarial modeling of micro-optical coherence tomography

     https://arxiv.xilesou.top/pdf/2003.06035.pdf

070  (2020-03-25) Cascade EF-GAN  Progressive Facial Expression Editing with Local Focuses

     https://arxiv.xilesou.top/pdf/2003.05905.pdf

071  (2020-03-12) SynCGAN  Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images

     https://arxiv.xilesou.top/pdf/2003.05712.pdf

072  (2020-03-10) KALE  When Energy-Based Learning Meets Adversarial Training

     https://arxiv.xilesou.top/pdf/2003.05033.pdf

073  (2020-03-10) LC-GAN  Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images

     https://arxiv.xilesou.top/pdf/2003.04949.pdf

074  (2020-03-9) When can Wasserstein GANs minimize Wasserstein Distance 

     https://arxiv.xilesou.top/pdf/2003.04033.pdf

075  (2020-03-9) DeepCP  Deep Learning Driven Cascade Prediction Based Autonomous Content Placement in Closed Social Network

     https://arxiv.xilesou.top/pdf/2003.03971.pdf

076  (2020-03-7) Generative Low-bitwidth Data Free Quantization

     https://arxiv.xilesou.top/pdf/2003.03603.pdf

077  (2020-03-7) Distilling portable Generative Adversarial Networks for Image Translation

     https://arxiv.xilesou.top/pdf/2003.03519.pdf

078  (2020-03-14) MatchingGAN  Matching-based Few-shot Image Generation

     https://arxiv.xilesou.top/pdf/2003.03497.pdf

079  (2020-03-6) Anysize GAN  A solution to the image-warping problem

     https://arxiv.xilesou.top/pdf/2003.03233.pdf

080  (2020-04-6) A Neuro-AI Interface for Evaluating Generative Adversarial Networks

     https://arxiv.xilesou.top/pdf/2003.03193.pdf

081  (2020-03-6) Triple Memory Networks  a Brain-Inspired Method for Continual Learning

     https://arxiv.xilesou.top/pdf/2003.03143.pdf

082  (2020-03-5) Guided Generative Adversarial Neural Network for Representation Learning and High Fidelity Audio Generation using Fewer Labelled Audio Data

     https://arxiv.xilesou.top/pdf/2003.02836.pdf

083  (2020-03-5) WGAN-based Autoencoder Training Over-the-air

     https://arxiv.xilesou.top/pdf/2003.02744.pdf

084  (2020-03-5) Recommender Systems Based on Generative Adversarial Networks  A Problem-Driven Perspective

     https://arxiv.xilesou.top/pdf/2003.02474.pdf

085  (2020-03-4) Posterior-GAN  Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network

     https://arxiv.xilesou.top/pdf/2003.02020.pdf

086  (2020-03-15) DefogGAN  Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets

     https://arxiv.xilesou.top/pdf/2003.01927.pdf

087  (2020-03-6) Turbulence Enrichment using Physics-informed Generative Adversarial Networks

     https://arxiv.xilesou.top/pdf/2003.01907.pdf

088  (2020-03-3) Type I Attack for Generative Models

     https://arxiv.xilesou.top/pdf/2003.01872.pdf

089  (2020-03-3) UDD  An Underwater Open-sea Farm Object Detection Dataset for Underwater Robot Picking

     https://arxiv.xilesou.top/pdf/2003.01446.pdf

090  (2020-03-3) Learn to Generate Time Series Conditioned Graphs with Generative Adversarial Nets

     https://arxiv.xilesou.top/pdf/2003.01436.pdf

091  (2020-03-6) Disrupting Deepfakes  Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems

     https://arxiv.xilesou.top/pdf/2003.01279.pdf

092  (2020-03-6) MRI Super-Resolution with GAN and 3D Multi-Level DenseNet  Smaller Faster and Better

     https://arxiv.xilesou.top/pdf/2003.01217.pdf

093  (2020-03-2) Adversarial Generation of Informative Trajectories for Dynamics System Identification

     https://arxiv.xilesou.top/pdf/2003.01190.pdf

094  (2020-03-2) Unlimited Resolution Image Generation with R2D2-GANs

     https://arxiv.xilesou.top/pdf/2003.01063.pdf

095  (2020-03-2) Realistic River Image Synthesis using Deep Generative Adversarial Networks

     https://arxiv.xilesou.top/pdf/2003.00826.pdf 

---

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：