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Over 100! CVPR 2020 the most complete GAN paper comb! * * * *

** August 2021 60 GAN/ Adversarial papers summary **** **

** July 2021 100 GAN/ Adversarial papers summary **** **

Summary of 100 GAN/ adversarial papers in June 2021

Summary of 80 GAN/ adversarial papers, May 2021

April 2021 90 GAN/ Adversarial papers summary \

Summary of 87 GAN/ adversarial papers, March 2021

Summary of 70 GAN/ adversarial papers in February 2021

Summary of 50 GAN/ adversarial papers in January 2021

Summary of 100 GAN/ adversarial papers in December 2020

Summary of 80 GAN/ adversarial papers in November 2020

** October 2020 80 GAN/ adversarial papers summary **

September 2020 70 GAN/ Adversarial papers summary \

Summary of 60 GAN/ Antagonistic papers in August 2020 \

Summary of 90 GAN papers in July 2020 \

** June 2020 summary of 100 latest GAN papers **

** May 2020 summary of 60 GAN papers **

More than 70 GAN papers in April 2020!

More than 90 GAN papers from March 2020 to present! \

More than 50 GAN papers in February 2020!

Partial list of GAN papers for January 2020

001  (2021-10-7) Analyzing the Robustness of Unsupervised Speech Recognition

Arxiv.org/pdf/2110.03…

002  (2021-10-5) PWG-IDS  An Intrusion Detection Model for Solving Class Imbalance in IIoT Networks Using Generative Adversarial Networks

Arxiv.org/pdf/2110.03…

003  (2021-10-6) GANtron  Emotional Speech Synthesis with Generative Adversarial Networks

Arxiv.org/pdf/2110.03…

004  (2021-10-7) Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement

Arxiv.org/pdf/2110.03…

005  (2021-10-7) Distributed Methods with Compressed Communication for Solving Variational Inequalities with Theoretical Guarantees

Arxiv.org/pdf/2110.03…

006  (2021-10-6) Meta Internal Learning

Arxiv.org/pdf/2110.02…

007  (2021-10-6) SDA-GAN  Unsupervised Image Translation Using Spectral Domain Attention-Guided Generative Adversarial Network

Arxiv.org/pdf/2110.02…

008  (2021-10-6) Attack as the Best Defense  Nullifying Image-to-image Translation GANs via Limit-aware Adversarial Attack

Arxiv.org/pdf/2110.02…

009  (2021-10-6) Stegomalware  A Systematic Survey of MalwareHiding and Detection in Images Machine LearningModels and Research Challenges

Arxiv.org/pdf/2110.02…

010  (2021-10-5) Solve Minimax Optimization by Anderson Acceleration

Arxiv.org/pdf/2110.02…

011  (2021-10-5) Voice Aging with Audio-Visual Style Transfer

Arxiv.org/pdf/2110.02…

012  (2021-10-5) Top-N  Equivariant set and graph generation without exchangeability

Arxiv.org/pdf/2110.02…

013  (2021-10-5) Frequency Aware Face Hallucination Generative Adversarial Network with Semantic Structural Constraint

Arxiv.org/pdf/2110.01…

014  (2021-10-1) CCS-GAN  COVID-19 CT-scan classification with very few positive training images

Arxiv.org/pdf/2110.01…

015 (2021-10-1) A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines — From Medical to Remote Sensing

Arxiv.org/pdf/2110.01…

016  (2021-10-4) GenCo  Generative Co-training on Data-Limited Image Generation

Arxiv.org/pdf/2110.01…

017  (2021-10-3) Enhance Images as You Like with Unpaired Learning

Arxiv.org/pdf/2110.01…

018  (2021-10-2) Automated Seed Quality Testing System using GAN & Active Learning

Arxiv.org/pdf/2110.00…

019  (2021-10-1) GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction

Arxiv.org/pdf/2110.00…

020  (2021-10-1) Inverse airfoil design method for generating varieties of smooth airfoils using conditional WGAN-gp

Arxiv.org/pdf/2110.00…

021  (2021-09-30) SPATE-GAN  Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss

Arxiv.org/pdf/2109.15…

022  (2021-09-30) An investigation of pre-upsampling generative modelling and Generative Adversarial Networks in audio super resolution

Arxiv.org/pdf/2109.14…

023  (2021-09-29) On the One-sided Convergence of Adam-type Algorithms in Non-convex Non-concave Min-max Optimization

Arxiv.org/pdf/2109.14…

024  (2021-09-22) 3N-GAN  Semi-Supervised Classification of X-Ray Images with a 3-Player Adversarial Framework

Arxiv.org/pdf/2109.13…

025  (2021-09-27) Fine-grained Solar Flare Forecasting Based on the Hybrid Convolutional Neural Networks

Arxiv.org/pdf/2109.13…

026  (2021-09-27) IGAN  Inferent and Generative Adversarial Networks

Arxiv.org/pdf/2109.13…

027  (2021-09-27) GANG-MAM  GAN based enGine for Modifying Android Malware

Arxiv.org/pdf/2109.13…

028  (2021-09-27) Semi-Supervised Adversarial Discriminative Domain Adaptation

Arxiv.org/pdf/2109.13…

029  (2021-09-26) A novel network training approach for open set image recognition

Arxiv.org/pdf/2109.12…

030  (2021-10-2) Logo Generation Using Regional Features  A Faster R-CNN Approach to Generative Adversarial Networks

Arxiv.org/pdf/2109.12…

031  (2021-09-26) Joint magnitude estimation and phase recovery using Cyle-in-cycle GAN for non-parallel speech enhancement

Arxiv.org/pdf/2109.12…

032  (2021-09-26) Synthetic Data Generation for Fraud Detection using GANs

Arxiv.org/pdf/2109.12…

033  (2021-09-26) Structure-Preserving Image Super-Resolution

Arxiv.org/pdf/2109.12…

034  (2021-09-24) Progressive Adversarial Learning for Bootstrapping  A Case Study on Entity Set Expansion

Arxiv.org/pdf/2109.12…

035  (2021-09-24) Fine-Grained Image Generation from Bangla Text Description using Attentional Generative Adversarial Network

Arxiv.org/pdf/2109.11…

036  (2021-09-23) Unified Signal Compression Using a GAN with Iterative Latent Representation Optimization

Arxiv.org/pdf/2109.11…

037  (2021-09-24) Evolutionary Generative Adversarial Networks based on New Fitness Function and Generic Crossover Operator

Arxiv.org/pdf/2109.11…

038  (2021-09-11) Application of Video-to-Video Translation Networks to Computational Fluid Dynamics

Arxiv.org/pdf/2109.10…

039  (2021-09-21) Generating Compositional Color Representations from Text

Arxiv.org/pdf/2109.10…

040  (2021-09-21) Scenario generation for market risk models using generative neural networks

Arxiv.org/pdf/2109.10…

041  (2021-09-20) Deep Anomaly Generation  An Image Translation Approach of Synthesizing Abnormal Banded Chromosome Images

Arxiv.org/pdf/2109.09…

042  (2021-09-20) FreeStyleGAN  Free-view Editable Portrait Rendering with the Camera Manifold

Arxiv.org/pdf/2109.09…

043  (2021-09-19) DeepPoint  A Deep Learning Model for 3D Reconstruction in Point Clouds via mmWave Radar

Arxiv.org/pdf/2109.09…

044  (2021-09-19) ComicGAN  Text-to-Comic Generative Adversarial Network

Arxiv.org/pdf/2109.09…

045  (2021-09-19) Simple and Efficient Unpaired Real-world Super-Resolution using Image Statistics

Arxiv.org/pdf/2109.09…

046  (2021-09-18) Hybrid Data Augmentation and Deep Attention-based Dilated Convolutional-Recurrent Neural Networks for Speech Emotion Recognition

Arxiv.org/pdf/2109.09…

047  (2021-09-18) Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging

Arxiv.org/pdf/2109.09…

048  (2021-09-18) Manifold-preserved GANs

Arxiv.org/pdf/2109.08…

049  (2021-09-17) Harnessing Optoelectronic Noises in a Photonic Generative Adversarial Network (GAN)

Arxiv.org/pdf/2109.08…

050  (2021-10-4) EVAGAN  Evasion Generative Adversarial Network for Low Data Regimes

Arxiv.org/pdf/2109.08…

051  (2021-09-16) Improving Reproducibility and Performance of Radiomics in Low Dose CT using Cycle GANs

Arxiv.org/pdf/2109.07…

052  (2021-09-9) Fast Simulation of a High Granularity Calorimeter by Generative Adversarial Networks

Arxiv.org/pdf/2109.07…

053  (2021-09-18) New Perspective on Progressive GANs Distillation for One-class Novelty Detection

Arxiv.org/pdf/2109.07…

054  (2021-09-15) High-Fidelity GAN Inversion for Image Attribute Editing

Arxiv.org/pdf/2109.06…

055  (2021-09-13) Conditional MoCoGAN for Zero-Shot Video Generation

Arxiv.org/pdf/2109.05…

056  (2021-09-12) Inferential Wasserstein Generative Adversarial Networks

Arxiv.org/pdf/2109.05…

057  (2021-09-12) MSGDD-cGAN  Multi-Scale Gradients Dual Discriminator Conditional Generative Adversarial Network

Arxiv.org/pdf/2109.05…

058  (2021-09-11) A Novel Intrinsic Measure of Data Separability

Arxiv.org/pdf/2109.05…

059  (2021-09-10) On the Feasibility of Modeling OFDM Communication Signals with Unsupervised Generative Adversarial Networks

Arxiv.org/pdf/2109.05…

060  (2021-09-10) Instance-Conditioned GAN

Arxiv.org/pdf/2109.05…

061  (2021-09-9) Memory semantization through perturbed and adversarial dreaming

Arxiv.org/pdf/2109.04…

062  (2021-09-12) Ghost-DeblurGAN and Its Application to Fiducial Marker System

Arxiv.org/pdf/2109.03…

063  (2021-09-7) AWGAN  Empowering High-Dimensional Discriminator Output for Generative Adversarial Networks

Arxiv.org/pdf/2109.03…

064  (2021-09-4) Real-World Adversarial Examples involving Makeup Application

Arxiv.org/pdf/2109.03…

065  (2021-09-13) Perceptual Learned Video Compression with Recurrent Conditional GAN

Arxiv.org/pdf/2109.03…

066  (2021-09-8) Unpaired Adversarial Learning for Single Image Deraining with Rain-Space Contrastive Constraints

Arxiv.org/pdf/2109.02…

067  (2021-09-1) An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving

Arxiv.org/pdf/2109.02…

068  (2021-09-6) ERA  Entity Relationship Aware Video Summarization with Wasserstein GAN

Arxiv.org/pdf/2109.02…

069  (2021-09-6) Generation of Synthetic Electronic Health Records Using a Federated GAN

Arxiv.org/pdf/2109.02…

070  (2021-09-6) MONITOR  A Multimodal Fusion Framework to Assess Message Veracity in Social Networks

Arxiv.org/pdf/2109.02…

071  (2021-09-6) Gradient Normalization for Generative Adversarial Networks

Arxiv.org/pdf/2109.02…

072  (2021-09-5) VARGAN  Variance Enforcing Network Enhanced GAN

Arxiv.org/pdf/2109.02…

073  (2021-09-5) Machine Learning-Based 3D Channel Modeling for U2V mmWave Communications

Arxiv.org/pdf/2109.02…

074  (2021-09-2) Solving Inverse Problems with Conditional-GAN Prior via Fast Network-Projected Gradient Descent

Arxiv.org/pdf/2109.01…

075  (2021-09-3) Towards disease-aware image editing of chest X-rays

Arxiv.org/pdf/2109.01…

076  (2021-09-2) Infrared Image Super-Resolution via Heterogeneous Convolutional WGAN

Arxiv.org/pdf/2109.00…

077  (2021-09-2) FA-GAN  Feature-Aware GAN for Text to Image Synthesis

Arxiv.org/pdf/2109.00…

078  (2021-08-28) Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection

Arxiv.org/pdf/2109.00…

079  (2021-09-1) TabFairGAN  Fair Tabular Data Generation with Generative Adversarial Networks

Arxiv.org/pdf/2109.00…

080  (2021-10-7) Eyes Tell All  Irregular Pupil Shapes Reveal GAN-generated Faces

Arxiv.org/pdf/2109.00…

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Over 100! CVPR 2020 most complete GAN paper combing summary!

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