最新！2022年1月80篇GAN/对抗论文汇总
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· 2022-02-16
戳我，查看GAN的系列专辑~！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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