最新 | 2021年11月90篇GAN/对抗论文汇总-轻识

戳我，查看GAN的系列专辑~！

等你着陆！【GAN生成对抗网络】知识星球！

001 (2021-12-8) Adverse Weather Image Translation with Asymmetric and Uncertainty-aware GAN

https://arxiv.org/pdf/2112.04283.pdf

002 (2021-12-8) Assessing a Single Image in Reference-Guided Image Synthesis

https://arxiv.org/pdf/2112.04163.pdf

003 (2021-12-8) Feature Statistics Mixing Regularization for Generative Adversarial Networks

https://arxiv.org/pdf/2112.04120.pdf

004 (2021-11-30) Generative Adversarial Network (GAN) and Enhanced Root Mean Square Error (ERMSE) Deep Learning for Stock Price Movement Prediction

https://arxiv.org/pdf/2112.03946.pdf

005 (2021-12-7) Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project

https://arxiv.org/pdf/2112.03914.pdf

006 (2021-12-7) Physics guided deep learning generative models for crystal materials discovery

https://arxiv.org/pdf/2112.03528.pdf

007 (2021-12-6) Generative Adversarial Networks for Labeled Data Creation for Structural Damage Detection

https://arxiv.org/pdf/2112.03478.pdf

008 (2021-12-6) Top-Down Deep Clustering with Multi-generator GANs

https://arxiv.org/pdf/2112.03398.pdf

009 (2021-12-5) Synthetic ECG Signal Generation Using Generative Neural Networks

https://arxiv.org/pdf/2112.03268.pdf

010 (2021-12-6) CSG0 Continual Urban Scene Generation with Zero Forgetting

https://arxiv.org/pdf/2112.03252.pdf

011 (2021-12-6) Controllable Animation of Fluid Elements in Still Images

https://arxiv.org/pdf/2112.03051.pdf

012 (2021-12-5) Generative Modeling of Turbulence

https://arxiv.org/pdf/2112.02548.pdf

013 (2021-12-4) PreGAN Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing

https://arxiv.org/pdf/2112.02292.pdf

014 (2021-12-3) Panoptic-based Object Style-Align for Image-to-Image Translation

https://arxiv.org/pdf/2112.01926.pdf

015 (2021-12-3) Generative Adversarial Networks for Synthetic Data Generation A Comparative Study

https://arxiv.org/pdf/2112.01925.pdf

016 (2021-12-3) Semantic Map Injected GAN Training for Image-to-Image Translation

https://arxiv.org/pdf/2112.01845.pdf

017 (2021-12-3) Music-to-Dance Generation with Optimal Transport

https://arxiv.org/pdf/2112.01806.pdf

018 (2021-12-2) Altering Facial Expression Based on Textual Emotion

https://arxiv.org/pdf/2112.01454.pdf

019 (2021-12-1) Improving GAN Equilibrium by Raising Spatial Awareness

https://arxiv.org/pdf/2112.00718.pdf

020 (2021-12-1) CYBORG Blending Human Saliency Into the Loss Improves Deep Learning

https://arxiv.org/pdf/2112.00686.pdf

021 (2021-11-30) Adversarial Attacks Against Deep Generative Models on Data A Survey

https://arxiv.org/pdf/2112.00247.pdf

022 (2021-11-30) Convergence of GANs Training A Game and Stochastic Control Methodology

https://arxiv.org/pdf/2112.00222.pdf

023 (2021-11-30) FMD-cGAN Fast Motion Deblurring using Conditional Generative Adversarial Networks

https://arxiv.org/pdf/2111.15438.pdf

024 (2021-11-30) Using a GAN to Generate Adversarial Examples to Facial Image Recognition

https://arxiv.org/pdf/2111.15213.pdf

025 (2021-11-30) Generative Convolution Layer for Image Generation

https://arxiv.org/pdf/2111.15171.pdf

026 (2021-11-30) Improvement in Machine Translation with Generative Adversarial Networks

https://arxiv.org/pdf/2111.15166.pdf

027 (2021-11-29) EAGAN Efficient Two-stage Evolutionary Architecture Search for GANs

https://arxiv.org/pdf/2111.15097.pdf

028 (2021-11-29) GAN-CNMP An Interactive Generative Drawing Tool

https://arxiv.org/pdf/2111.14934.pdf

029 (2021-11-29) Energy-Efficient Implementation of Generative Adversarial Networks on Passive RRAM Crossbar Arrays

https://arxiv.org/pdf/2111.14484.pdf

030 (2021-11-29) Unsupervised Image Denoising with Frequency Domain Knowledge

https://arxiv.org/pdf/2111.14362.pdf

031 (2021-11-28) SwiftSRGAN -- Rethinking Super-Resolution for Efficient and Real-time Inference

https://arxiv.org/pdf/2111.14320.pdf

032 (2021-11-28) On Predicting Generalization using GANs

https://arxiv.org/pdf/2111.14212.pdf

033 (2021-11-28) How Deep Are the Fakes Focusing on Audio Deepfake A Survey

https://arxiv.org/pdf/2111.14203.pdf

034 (2021-11-26) DP-SGD vs PATE Which Has Less Disparate Impact on GANs

https://arxiv.org/pdf/2111.13617.pdf

035 (2021-11-25) Generative Adversarial Networks and Adversarial Autoencoders Tutorial and Survey

https://arxiv.org/pdf/2111.13282.pdf

036 (2021-11-24) Morphological feature visualization of Alzheimer's disease via Multidirectional Perception GAN

https://arxiv.org/pdf/2111.12886.pdf

037 (2021-11-24) Optimizing Latent Space Directions For GAN-based Local Image Editing

https://arxiv.org/pdf/2111.12583.pdf

038 (2021-11-24) A Method for Evaluating the Capacity of Generative Adversarial Networks to Reproduce High-order Spatial Context

https://arxiv.org/pdf/2111.12577.pdf

039 (2021-11-24) LDDMM meets GANs Generative Adversarial Networks for diffeomorphic registration

https://arxiv.org/pdf/2111.12544.pdf

040 (2021-11-24) Markov Chain Generative Adversarial Neural Networks for Solving Bayesian Inverse Problems in Physics Applications

https://arxiv.org/pdf/2111.12408.pdf

041 (2021-11-23) Three-Way Deep Neural Network for Radio Frequency Map Generation and Source Localization

https://arxiv.org/pdf/2111.12175.pdf

042 (2021-11-23) Multi-Modality Microscopy Image Style Transfer for Nuclei Segmentation

https://arxiv.org/pdf/2111.12138.pdf

043 (2021-11-23) Tensor Component Analysis for Interpreting the Latent Space of GANs

https://arxiv.org/pdf/2111.11736.pdf

044 (2021-11-22) Unsupervised COVID-19 Lesion Segmentation in CT Using Cycle Consistent Generative Adversarial Network

https://arxiv.org/pdf/2111.11602.pdf

045 (2021-11-22) Generative Adversarial Networks for Astronomical Images Generation

https://arxiv.org/pdf/2111.11578.pdf

046 (2021-11-22) Cycle Consistent Probability Divergences Across Different Spaces

https://arxiv.org/pdf/2111.11328.pdf

047 (2021-11-20) AGA-GAN Attribute Guided Attention Generative Adversarial Network with U-Net for Face Hallucination

https://arxiv.org/pdf/2111.10591.pdf

048 (2021-11-19) Adversarial Deep Learning for Online Resource Allocation

https://arxiv.org/pdf/2111.10285.pdf

049 (2021-11-19) Towards Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems A GAN-based Method

https://arxiv.org/pdf/2111.10055.pdf

050 (2021-11-18) One-Shot Generative Domain Adaptation

https://arxiv.org/pdf/2111.09876.pdf

051 (2021-11-17) Self-Attending Task Generative Adversarial Network for Realistic Satellite Image Creation

https://arxiv.org/pdf/2111.09463.pdf

052 (2021-11-17) MASS Mobile Autonomous Station Simulation

https://arxiv.org/pdf/2111.09161.pdf

053 (2021-11-18) Generating Unrestricted 3D Adversarial Point Clouds

https://arxiv.org/pdf/2111.08973.pdf

054 (2021-11-16) A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution

https://arxiv.org/pdf/2111.08685.pdf

055 (2021-11-16) Towards Generating Real-World Time Series Data

https://arxiv.org/pdf/2111.08386.pdf

056 (2021-11-15) FedCG Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning

https://arxiv.org/pdf/2111.08211.pdf

057 (2021-11-15) Deep Diffusion Models for Robust Channel Estimation

https://arxiv.org/pdf/2111.08177.pdf

058 (2021-11-18) Deep Hedging Learning to Remove the Drift under Trading Frictions with Minimal Equivalent Near-Martingale Measures

https://arxiv.org/pdf/2111.07844.pdf

059 (2021-11-15) Property Inference Attacks Against GANs

https://arxiv.org/pdf/2111.07608.pdf

060 (2021-11-12) Introducing Variational Autoencoders to High School Students

https://arxiv.org/pdf/2111.07036.pdf

061 (2021-11-12) Deceive D Adaptive Pseudo Augmentation for GAN Training with Limited Data

https://arxiv.org/pdf/2111.06849.pdf

062 (2021-11-10) A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis

https://arxiv.org/pdf/2111.06398.pdf

063 (2021-11-8) Adversarial sampling of unknown and high-dimensional conditional distributions

https://arxiv.org/pdf/2111.05962.pdf

064 (2021-11-9) Training Generative Adversarial Networks with Adaptive Composite Gradient

https://arxiv.org/pdf/2111.05508.pdf

065 (2021-11-8) SAFA Structure Aware Face Animation

https://arxiv.org/pdf/2111.04928.pdf

066 (2021-11-8) Accelerating GAN training using highly parallel hardware on public cloud

https://arxiv.org/pdf/2111.04628.pdf

067 (2021-11-7) SL-CycleGAN Blind Motion Deblurring in Cycles using Sparse Learning

https://arxiv.org/pdf/2111.04026.pdf

068 (2021-11-7) Multi-Fake Evolutionary Generative Adversarial Networks for Imbalance Hyperspectral Image Classification

https://arxiv.org/pdf/2111.04019.pdf

069 (2021-11-5) Reconstructing Training Data from Diverse ML Models by Ensemble Inversion

https://arxiv.org/pdf/2111.03702.pdf

070 (2021-11-5) ActFloor-GAN Activity-Guided Adversarial Networks for Human-Centric Floorplan Design

https://arxiv.org/pdf/2111.03545.pdf

071 (2021-11-4) EditGAN High-Precision Semantic Image Editing

https://arxiv.org/pdf/2111.03186.pdf

072 (2021-11-4) GraN-GAN Piecewise Gradient Normalization for Generative Adversarial Networks

https://arxiv.org/pdf/2111.03162.pdf

073 (2021-11-4) Generating Diverse Realistic Laughter for Interactive Art

https://arxiv.org/pdf/2111.03146.pdf

074 (2021-11-4) Physics-Guided Generative Adversarial Networks for Sea Subsurface Temperature Prediction

https://arxiv.org/pdf/2111.03064.pdf

075 (2021-11-4) Adversarial GLUE A Multi-Task Benchmark for Robustness Evaluation of Language Models

https://arxiv.org/pdf/2111.02840.pdf

076 (2021-11-26) Convolutional generative adversarial imputation networks for spatio-temporal missing data in storm surge simulations

https://arxiv.org/pdf/2111.02823.pdf

077 (2021-11-3) On the Frequency Bias of Generative Models

https://arxiv.org/pdf/2111.02447.pdf

078 (2021-11-3) Improving Model Compatibility of Generative Adversarial Networks by Boundary Calibration

https://arxiv.org/pdf/2111.02316.pdf

079 (2021-11-2) Spiking Generative Adversarial Networks With a Neural Network Discriminator Local Training Bayesian Models and Continual Meta-Learning

https://arxiv.org/pdf/2111.01750.pdf

080 (2021-11-1) When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning

https://arxiv.org/pdf/2111.01124.pdf

081 (2021-11-1) Rebooting ACGAN Auxiliary Classifier GANs with Stable Training

https://arxiv.org/pdf/2111.01118.pdf

082 (2021-11-1) FREGAN an application of generative adversarial networks in enhancing the frame rate of videos

https://arxiv.org/pdf/2111.01105.pdf

083 (2021-11-1) MOST-GAN 3D Morphable StyleGAN for Disentangled Face Image Manipulation

https://arxiv.org/pdf/2111.01048.pdf

084 (2021-11-1) Projected GANs Converge Faster

https://arxiv.org/pdf/2111.01007.pdf

085 (2021-11-2) RefineGAN Universally Generating Waveform Better than Ground Truth with Highly Accurate Pitch and Intensity Responses

https://arxiv.org/pdf/2111.00962.pdf

086 (2021-10-29) SVBRDF Recovery From a Single Image With Highlights using a Pretrained Generative Adversarial Network

https://arxiv.org/pdf/2111.00943.pdf

087 (2021-10-31) Generative learning for the problem of critical slowing down in lattice Gross Neveu model

https://arxiv.org/pdf/2111.00574.pdf

088 (2021-10-30) ECG synthesis with Neural ODE and GAN models

https://arxiv.org/pdf/2111.00314.pdf

089 (2021-10-30) Modelling and simulating spatial extremes by combining extreme value theory with generative adversarial networks

https://arxiv.org/pdf/2111.00267.pdf

090 (2021-11-1) Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks

https://arxiv.org/pdf/2111.00116.pdf

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