最新！2022年1月80篇GAN/对抗论文汇总

 戳我，查看GAN的系列专辑~！

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001  (2022-02-10) Graph-GAN  A spatial-temporal neural network for short-term passenger flow prediction in urban rail transit systems

     https://arxiv.org/pdf/2202.06727.pdf

002  (2022-02-14) A Novel Transfer Learning Framework with Prototypical Representation based Pairwise Learning for Cross-Subject Cross-Session EEG-Based Emotion Recognition

     https://arxiv.org/pdf/2202.06509.pdf

003  (2022-02-13) Diverse facial inpainting guided by exemplars

     https://arxiv.org/pdf/2202.06358.pdf

004  (2022-02-13) FairStyle  Debiasing StyleGAN2 with Style Channel Manipulations

     https://arxiv.org/pdf/2202.06240.pdf

005  (2022-02-11) Meta-learning with GANs for anomaly detection with deployment in high-speed rail inspection system

     https://arxiv.org/pdf/2202.05795.pdf

006  (2022-02-11) A Wasserstein GAN for Joint Learning of Inpainting and its Spatial Optimisation

     https://arxiv.org/pdf/2202.05623.pdf

007  (2022-02-8) Efficacy of Transformer Networks for Classification of Raw EEG Data

     https://arxiv.org/pdf/2202.05170.pdf

008  (2022-02-8) Fault Detection and Diagnosis with Imbalanced and Noisy Data  A Hybrid Framework for Rotating Machinery

     https://arxiv.org/pdf/2202.04212.pdf

009  (2022-02-8) Self-Conditioned Generative Adversarial Networks for Image Editing

     https://arxiv.org/pdf/2202.04040.pdf

010  (2022-02-8) Edge-based fever screening system over private 5G

     https://arxiv.org/pdf/2202.03917.pdf

011  (2022-02-7) Invertible Tabular GANs  Killing Two Birds with OneStone for Tabular Data Synthesis

     https://arxiv.org/pdf/2202.03636.pdf

012  (2022-02-7) A new face swap method for image and video domains  a technical report

     https://arxiv.org/pdf/2202.03046.pdf

013  (2022-02-7) Algorithms that get old   the case of generative algorithms

     https://arxiv.org/pdf/2202.03008.pdf

014  (2022-02-6) Rates of convergence for nonparametric estimation of singular distributions using generative adversarial networks

     https://arxiv.org/pdf/2202.02890.pdf

015  (2022-02-5) TTS-GAN  A Transformer-based Time-Series Generative Adversarial Network

     https://arxiv.org/pdf/2202.02691.pdf

016  (2022-02-4) EcoFlow  Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators

     https://arxiv.org/pdf/2202.02310.pdf

017  (2022-02-2) Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection

     https://arxiv.org/pdf/2202.01332.pdf

018  (2022-02-2) Robust Estimation for Nonparametric Families via Generative Adversarial Networks

     https://arxiv.org/pdf/2202.01269.pdf

019  (2022-02-2) Structure-preserving GANs

     https://arxiv.org/pdf/2202.01129.pdf

020  (2022-02-2) Unpaired Image Super-Resolution with Optimal Transport Maps

     https://arxiv.org/pdf/2202.01116.pdf

021  (2022-02-2) cardiGAN  A Generative Adversarial Network Model for Design and Discovery of Multi Principal Element Alloys

     https://arxiv.org/pdf/2202.00966.pdf

022  (2022-01-29) Blind ECG Restoration by Operational Cycle-GANs

     https://arxiv.org/pdf/2202.00589.pdf

023  (2022-01-26) Arrhythmia Classification using CGAN-augmented ECG Signals

     https://arxiv.org/pdf/2202.00569.pdf

024  (2022-01-31) UQGAN  A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs

     https://arxiv.org/pdf/2201.13279.pdf

025  (2022-01-31) GADoT  GAN-based Adversarial Training for Robust DDoS Attack Detection

     https://arxiv.org/pdf/2201.13102.pdf

026  (2022-01-28) Generative Cooperative Networks for Natural Language Generation

     https://arxiv.org/pdf/2201.12320.pdf

027  (2022-02-2) Plug & Play Attacks  Towards Robust and Flexible Model Inversion Attacks

     https://arxiv.org/pdf/2201.12179.pdf

028  (2022-02-1) Designing quantum many-body matter with conditional generative adversarial networks

     https://arxiv.org/pdf/2201.12127.pdf

029  (2022-01-28) Detection of fake faces in videos

     https://arxiv.org/pdf/2201.12051.pdf

030  (2022-01-28) Image Superresolution using Scale-Recurrent Dense Network

     https://arxiv.org/pdf/2201.11998.pdf

031  (2022-01-28) Using Constant Learning Rate of Two Time-Scale Update Rule for Training Generative Adversarial Networks

     https://arxiv.org/pdf/2201.11989.pdf

032  (2022-01-28) Generalized Visual Quality Assessment of GAN-Generated Face Images

     https://arxiv.org/pdf/2201.11975.pdf

033  (2022-01-28) DiffGAN-TTS  High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs

     https://arxiv.org/pdf/2201.11972.pdf

034  (2022-01-27) Generative Adversarial Exploration for Reinforcement Learning

     https://arxiv.org/pdf/2201.11685.pdf

035  (2022-01-27) FinGAN  Generative Adversarial Network for Analytical Customer Relationship Management in Banking and Insurance

     https://arxiv.org/pdf/2201.11486.pdf

036  (2022-01-27) Effective Shortcut Technique for GAN

     https://arxiv.org/pdf/2201.11351.pdf

037  (2022-02-11) Generative Trees  Adversarial and Copycat

     https://arxiv.org/pdf/2201.11205.pdf

038  (2022-01-25) Image Generation with Self Pixel-wise Normalization

     https://arxiv.org/pdf/2201.10725.pdf

039  (2022-01-28) Sparsity Regularization For Cold-Start Recommendation

     https://arxiv.org/pdf/2201.10711.pdf

040  (2022-01-25) GIU-GANs  Global Information Utilization for Generative Adversarial Networks

     https://arxiv.org/pdf/2201.10471.pdf

041  (2022-01-25) Addressing the Intra-class Mode Collapse Problem using Adaptive Input Image Normalization in GAN-based X-ray Images

     https://arxiv.org/pdf/2201.10324.pdf

042  (2022-01-25) Improving Adversarial Waveform Generation based Singing Voice Conversion with Harmonic Signals

     https://arxiv.org/pdf/2201.10130.pdf

043  (2022-01-24) Attacks and Defenses for Free-Riders in Multi-Discriminator GAN

     https://arxiv.org/pdf/2201.09967.pdf

044  (2022-01-23) Fast MRI Reconstruction  How Powerful Transformers Are 

     https://arxiv.org/pdf/2201.09400.pdf

045  (2022-01-23) Perceptual cGAN for MRI Super-resolution

     https://arxiv.org/pdf/2201.09314.pdf

046  (2022-01-23) Learning-Driven Lossy Image Compression; A Comprehensive Survey

     https://arxiv.org/pdf/2201.09240.pdf

047  (2022-01-22) Generative Adversarial Network Applications in Creating a Meta-Universe

     https://arxiv.org/pdf/2201.09152.pdf

048  (2022-01-22) Investigating the Potential of Auxiliary-Classifier GANs for Image Classification in Low Data Regimes

     https://arxiv.org/pdf/2201.09120.pdf

049  (2022-01-27) DCNGAN  A Deformable Convolutional-Based GAN with QP Adaptation for Perceptual Quality Enhancement of Compressed Video

     https://arxiv.org/pdf/2201.08944.pdf

050  (2022-01-21) Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification

     https://arxiv.org/pdf/2201.08938.pdf

051  (2022-01-20) GAN-based Matrix Factorization for Recommender Systems

     https://arxiv.org/pdf/2201.08042.pdf

052  (2022-01-19) A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis

     https://arxiv.org/pdf/2201.07646.pdf

053  (2022-01-18) Variational Autoencoder Generative Adversarial Network for Synthetic Data Generation in Smart Home

     https://arxiv.org/pdf/2201.07387.pdf

054  (2022-01-18) Minimax Optimality (Probably) Doesn't Imply Distribution Learning for GANs

     https://arxiv.org/pdf/2201.07206.pdf

055  (2022-01-14) TCR-GAN  Predicting tropical cyclone passive microwave rainfall using infrared imagery via generative adversarial networks

     https://arxiv.org/pdf/2201.07000.pdf

056  (2022-01-18) Autoencoding Video Latents for Adversarial Video Generation

     https://arxiv.org/pdf/2201.06888.pdf

057  (2022-01-18) Hardware-Efficient Deconvolution-Based GAN for Edge Computing

     https://arxiv.org/pdf/2201.06878.pdf

058  (2022-01-17) Collapse by Conditioning  Training Class-conditional GANs with Limited Data

     https://arxiv.org/pdf/2201.06578.pdf

059  (2022-01-17) SigGAN   Adversarial Model for Learning Signed Relationships in Networks

     https://arxiv.org/pdf/2201.06437.pdf

060  (2022-01-17) Dual Perceptual Loss for Single Image Super-Resolution Using ESRGAN

     https://arxiv.org/pdf/2201.06383.pdf

061  (2022-01-19) Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks 

     https://arxiv.org/pdf/2201.06346.pdf

062  (2022-01-12) Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial Networks

     https://arxiv.org/pdf/2201.06147.pdf

063  (2022-01-13) The Effectiveness of Time Stretching for Enhancing Dysarthric Speech for Improved Dysarthric Speech Recognition

     https://arxiv.org/pdf/2201.04908.pdf

064  (2022-01-13) Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks

     https://arxiv.org/pdf/2201.04809.pdf

065  (2022-01-12) Adversarially Robust Classification by Conditional Generative Model Inversion

     https://arxiv.org/pdf/2201.04733.pdf

066  (2022-01-12) BigDatasetGAN  Synthesizing ImageNet with Pixel-wise Annotations

     https://arxiv.org/pdf/2201.04684.pdf

067  (2022-01-10) Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image Representations

     https://arxiv.org/pdf/2201.03597.pdf

068  (2022-01-10) GMFIM  A Generative Mask-guided Facial Image Manipulation Model for Privacy Preservation

     https://arxiv.org/pdf/2201.03353.pdf

069  (2022-01-10) IoTGAN  GAN Powered Camouflage Against Machine Learning Based IoT Device Identification

     https://arxiv.org/pdf/2201.03281.pdf

070  (2022-01-10) FedDTG Federated Data-Free Knowledge Distillation via Three-Player Generative Adversarial Networks

     https://arxiv.org/pdf/2201.03169.pdf

071  (2022-01-9) Differentially Private Generative Adversarial Networks with Model Inversion

     https://arxiv.org/pdf/2201.03139.pdf

072  (2022-01-8) Optimal 1-Wasserstein Distance for WGANs

     https://arxiv.org/pdf/2201.02824.pdf

073  (2022-01-14) Counteracting Dark Web Text-Based CAPTCHA with Generative Adversarial Learning for Proactive Cyber Threat Intelligence

     https://arxiv.org/pdf/2201.02799.pdf

074  (2022-01-7) Microdosing  Knowledge Distillation for GAN based Compression

     https://arxiv.org/pdf/2201.02624.pdf

075  (2022-01-6) Realistic Full-Body Anonymization with Surface-Guided GANs

     https://arxiv.org/pdf/2201.02193.pdf

076  (2022-01-5) Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network with Graph Representation Learning

     https://arxiv.org/pdf/2201.01592.pdf

077  (2022-01-14) Culture-to-Culture Image Translation with Generative Adversarial Networks

     https://arxiv.org/pdf/2201.01565.pdf

078  (2022-01-5) Single-shot multispectral quantitative phase imaging using deep neural network

     https://arxiv.org/pdf/2201.01517.pdf

079  (2022-01-4) Corrupting Data to Remove Deceptive Perturbation  Using Preprocessing Method to Improve System Robustness

     https://arxiv.org/pdf/2201.01399.pdf

080  (2021-12-29) End-to-End Autoencoder Communications with Optimized Interference Suppression

     https://arxiv.org/pdf/2201.01388.pdf

081  (2021-12-29) Runway Extraction and Improved Mapping from Space Imagery

     https://arxiv.org/pdf/2201.00848.pdf

082  (2022-01-3) FaceQgen  Semi-Supervised Deep Learning for Face Image Quality Assessment

     https://arxiv.org/pdf/2201.00770.pdf

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