2021年7月100篇GAN/对抗论文汇总-轻识

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重磅干货，第一时间送达

001 (2021-07-21) Creating synthetic meteorology satellite visible light images during night based on GAN method

https://arxiv.org/pdf/2108.04330.pdf

002 (2021-08-7) GANmapper geographical content filling

https://arxiv.org/pdf/2108.04232.pdf

003 (2021-08-9) A Streamwise GAN Vocoder for Wideband Speech Coding at Very Low Bit Rate

https://arxiv.org/pdf/2108.04051.pdf

004 (2021-08-9) FA-GAN Fused Attentive Generative Adversarial Networks for MRI Image Super-Resolution

https://arxiv.org/pdf/2108.03920.pdf

005 (2021-08-9) Sinogram Denoise Based on Generative Adversarial Networks

https://arxiv.org/pdf/2108.03903.pdf

006 (2021-08-9) GAN Computers Generate Arts A Survey on Visual Arts Music and Literary Text Generation using Generative Adversarial Network

https://arxiv.org/pdf/2108.03857.pdf

007 (2021-08-8) EVGen Adversarial Networks for Learning Electric Vehicle Charging Loads and Hidden Representations

https://arxiv.org/pdf/2108.03762.pdf

008 (2021-08-7) Learning Foveated Reconstruction to Preserve Perceived Image Statistics

https://arxiv.org/pdf/2108.03499.pdf

009 (2021-08-6) SMOTified-GAN for class imbalanced pattern classification problems

https://arxiv.org/pdf/2108.03235.pdf

010 (2021-08-5) Disentangled Lifespan Face Synthesis

https://arxiv.org/pdf/2108.02874.pdf

011 (2021-08-5) Sketch Your Own GAN

https://arxiv.org/pdf/2108.02774.pdf

012 (2021-08-5) BOSS Bidirectional One-Shot Synthesis of Adversarial Examples

https://arxiv.org/pdf/2108.02756.pdf

013 (2021-08-5) Instance Similarity Learning for Unsupervised Feature Representation

https://arxiv.org/pdf/2108.02721.pdf

014 (2021-08-4) Unsupervised Detection of Lung Nodules in Chest Radiography Using Generative Adversarial Networks

https://arxiv.org/pdf/2108.02233.pdf

015 (2021-08-4) MRI to PET Cross-Modality Translation using Globally and Locally Aware GAN (GLA-GAN) for Multi-Modal Diagnosis of Alzheimer's Disease

https://arxiv.org/pdf/2108.02160.pdf

016 (2021-08-4) Semi-supervised Conditional GAN for Simultaneous Generation and Detection of Phishing URLs A Game theoretic Perspective

https://arxiv.org/pdf/2108.01852.pdf

017 (2021-08-5) Categorical EHR Imputation with Generative Adversarial Nets

https://arxiv.org/pdf/2108.01701.pdf

018 (2021-08-3) Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI

https://arxiv.org/pdf/2108.01659.pdf

019 (2021-08-3) The Devil is in the GAN Defending Deep Generative Models Against Backdoor Attacks

https://arxiv.org/pdf/2108.01644.pdf

020 (2021-08-3) A Benchmarking Initiative for Audio-Domain Music Generation Using the Freesound Loop Dataset

https://arxiv.org/pdf/2108.01576.pdf

021 (2021-08-2) DarkGAN Exploiting Knowledge Distillation for Comprehensible Audio Synthesis with GANs

https://arxiv.org/pdf/2108.01216.pdf

022 (2021-08-2) PSA-GAN Progressive Self Attention GANs for Synthetic Time Series

https://arxiv.org/pdf/2108.00981.pdf

023 (2021-08-4) I2V-GAN Unpaired Infrared-to-Visible Video Translation

https://arxiv.org/pdf/2108.00913.pdf

024 (2021-08-2) Information Stealing in Federated Learning Systems Based on Generative Adversarial Networks

https://arxiv.org/pdf/2108.00701.pdf

025 (2021-08-2) Learning who is in the market from time series market participant discovery through adversarial calibration of multi-agent simulators

https://arxiv.org/pdf/2108.00664.pdf

026 (2021-08-1) Synthetic Active Distribution System Generation via Unbalanced Graph Generative Adversarial Network

https://arxiv.org/pdf/2108.00599.pdf

027 (2021-07-31) Scene Inference for Object Illumination Editing

https://arxiv.org/pdf/2108.00150.pdf

028 (2021-07-30) Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks

https://arxiv.org/pdf/2107.14776.pdf

029 (2021-07-29) Profile to Frontal Face Recognition in the Wild Using Coupled Conditional GAN

https://arxiv.org/pdf/2107.13742.pdf

030 (2021-07-28) CRD-CGAN Category-Consistent and Relativistic Constraints for Diverse Text-to-Image Generation

https://arxiv.org/pdf/2107.13516.pdf

031 (2021-07-28) TableGAN-MCA Evaluating Membership Collisions of GAN-Synthesized Tabular Data Releasing

https://arxiv.org/pdf/2107.13190.pdf

032 (2021-07-27) JPEG Steganography with Embedding Cost Learning and Side-Information Estimation

https://arxiv.org/pdf/2107.13151.pdf

033 (2021-07-27) A Thorough Review on Recent Deep Learning Methodologies for Image Captioning

https://arxiv.org/pdf/2107.13114.pdf

034 (2021-07-27) Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease

https://arxiv.org/pdf/2107.12775.pdf

035 (2021-07-27) Discriminative-Generative Representation Learning for One-Class Anomaly Detection

https://arxiv.org/pdf/2107.12753.pdf

036 (2021-07-27) MFAGAN A Compression Framework for Memory-Efficient On-Device Super-Resolution GAN

https://arxiv.org/pdf/2107.12679.pdf

037 (2021-07-26) Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled Representations

https://arxiv.org/pdf/2107.12357.pdf

038 (2021-07-23) Black-Box Diagnosis and Calibration on GAN Intra-Mode Collapse A Pilot Study

https://arxiv.org/pdf/2107.12202.pdf

039 (2021-07-26) Towards Generative Video Compression

https://arxiv.org/pdf/2107.12038.pdf

040 (2021-07-26) Facetron Multi-speaker Face-to-Speech Model based on Cross-modal Latent Representations

https://arxiv.org/pdf/2107.12003.pdf

041 (2021-07-24) Tail of Distribution GAN (TailGAN) Generative- Adversarial-Network-Based Boundary Formation

https://arxiv.org/pdf/2107.11658.pdf

042 (2021-07-24) Reconstructing Images of Two Adjacent Objects through Scattering Medium Using Generative Adversarial Network

https://arxiv.org/pdf/2107.11574.pdf

043 (2021-07-23) SurfaceNet Adversarial SVBRDF Estimation from a Single Image

https://arxiv.org/pdf/2107.11298.pdf

044 (2021-07-23) Generative adversarial networks in time series A survey and taxonomy

https://arxiv.org/pdf/2107.11098.pdf

045 (2021-07-23) MCDAL Maximum Classifier Discrepancy for Active Learning

https://arxiv.org/pdf/2107.11049.pdf

046 (2021-07-23) AD-GAN End-to-end Unsupervised Nuclei Segmentation with Aligned Disentangling Training

https://arxiv.org/pdf/2107.11022.pdf

047 (2021-07-22) Semantic Text-to-Face GAN -ST^2FG

https://arxiv.org/pdf/2107.10756.pdf

048 (2021-07-22) cCorrGAN Conditional Correlation GAN for Learning Empirical Conditional Distributions in the Elliptope

https://arxiv.org/pdf/2107.10606.pdf

049 (2021-07-22) Ready for Emerging Threats to Recommender Systems A Graph Convolution-based Generative Shilling Attack

https://arxiv.org/pdf/2107.10457.pdf

050 (2021-07-22) StarGANv2-VC A Diverse Unsupervised Non-parallel Framework for Natural-Sounding Voice Conversion

https://arxiv.org/pdf/2107.10394.pdf

051 (2021-07-22) cGANs with Auxiliary Discriminative Classifier

https://arxiv.org/pdf/2107.10060.pdf

052 (2021-07-21) High-Resolution Pelvic MRI Reconstruction Using a Generative Adversarial Network with Attention and Cyclic Loss

https://arxiv.org/pdf/2107.09989.pdf

053 (2021-07-21) Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis

https://arxiv.org/pdf/2107.09953.pdf

054 (2021-07-21) Boundary of Distribution Support Generator (BDSG) Sample Generation on the Boundary

https://arxiv.org/pdf/2107.09950.pdf

055 (2021-07-21) A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction

https://arxiv.org/pdf/2107.09923.pdf

056 (2021-07-20) 3D-StyleGAN A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images

https://arxiv.org/pdf/2107.09700.pdf

057 (2021-07-20) A Review of Generative Adversarial Networks in Cancer Imaging New Applications New Solutions

https://arxiv.org/pdf/2107.09543.pdf

058 (2021-07-18) ProfileSR-GAN A GAN based Super-Resolution Method for Generating High-Resolution Load Profiles

https://arxiv.org/pdf/2107.09523.pdf

059 (2021-07-20) RankSRGAN Super Resolution Generative Adversarial Networks with Learning to Rank

https://arxiv.org/pdf/2107.09427.pdf

060 (2021-07-20) Establishing process-structure linkages using Generative Adversarial Networks

https://arxiv.org/pdf/2107.09402.pdf

061 (2021-07-19) Attention-Guided NIR Image Colorization via Adaptive Fusion of Semantic and Texture Clues

https://arxiv.org/pdf/2107.09237.pdf

062 (2021-07-19) Discriminator-Free Generative Adversarial Attack

https://arxiv.org/pdf/2107.09225.pdf

063 (2021-07-18) Stock price prediction using BERT and GAN

https://arxiv.org/pdf/2107.09055.pdf

064 (2021-07-19) Quantum Noise Sensing by generating Fake Noise

https://arxiv.org/pdf/2107.08718.pdf

065 (2021-07-19) A New Distributed Method for Training Generative Adversarial Networks

https://arxiv.org/pdf/2107.08681.pdf

066 (2021-07-18) An Improved StarGAN for Emotional Voice Conversion Enhancing Voice Quality and Data Augmentation

https://arxiv.org/pdf/2107.08361.pdf

067 (2021-07-17) Heterogeneous Face Frontalization via Domain Agnostic Learning

https://arxiv.org/pdf/2107.08311.pdf

068 (2021-07-16) Joint Semi-supervised 3D Super-Resolution and Segmentation with Mixed Adversarial Gaussian Domain Adaptation

https://arxiv.org/pdf/2107.07975.pdf

069 (2021-07-16) Painting Style-Aware Manga Colorization Based on Generative Adversarial Networks

https://arxiv.org/pdf/2107.07943.pdf

070 (2021-07-16) A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges Techniques and Datasets

https://arxiv.org/pdf/2107.07927.pdf

071 (2021-07-26) Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations a COVID-19 case-study

https://arxiv.org/pdf/2107.07761.pdf

072 (2021-07-15) ECG-Adv-GAN Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks

https://arxiv.org/pdf/2107.07677.pdf

073 (2021-07-15) MCL-GAN Generative Adversarial Networks with Multiple Specialized Discriminators

https://arxiv.org/pdf/2107.07260.pdf

074 (2021-07-15) StyleVideoGAN A Temporal Generative Model using a Pretrained StyleGAN

https://arxiv.org/pdf/2107.07224.pdf

075 (2021-07-14) Differential-Critic GAN Generating What You Want by a Cue of Preferences

https://arxiv.org/pdf/2107.06700.pdf

076 (2021-07-14) Multi-Attention Generative Adversarial Network for Remote Sensing Image Super-Resolution

https://arxiv.org/pdf/2107.06536.pdf

077 (2021-07-8) Parameterization of Forced Isotropic Turbulent Flow using Autoencoders and Generative Adversarial Networks

https://arxiv.org/pdf/2107.06264.pdf

078 (2021-07-13) Generative Adversarial Learning via Kernel Density Discrimination

https://arxiv.org/pdf/2107.06197.pdf

079 (2021-07-14) Functional Magnetic Resonance Imaging data augmentation through conditional ICA

https://arxiv.org/pdf/2107.06104.pdf

080 (2021-07-13) Force-in-domain GAN inversion

https://arxiv.org/pdf/2107.06050.pdf

081 (2021-07-13) A Deep Generative Artificial Intelligence system to decipher species coexistence patterns

https://arxiv.org/pdf/2107.06020.pdf

082 (2021-07-13) This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces

https://arxiv.org/pdf/2107.06018.pdf

083 (2021-07-12) Hidden Convexity of Wasserstein GANs Interpretable Generative Models with Closed-Form Solutions

https://arxiv.org/pdf/2107.05680.pdf

084 (2021-07-12) Visual-Tactile Cross-Modal Data Generation using Residue-Fusion GAN with Feature-Matching and Perceptual Losses

https://arxiv.org/pdf/2107.05468.pdf

085 (2021-07-12) Prb-GAN A Probabilistic Framework for GAN Modelling

https://arxiv.org/pdf/2107.05241.pdf

086 (2021-07-12) Training deep cross-modality conversion models with a small amount of data and its application to MVCT to kVCT conversion

https://arxiv.org/pdf/2107.05238.pdf

087 (2021-07-12) CatVRNN Generating Category Texts via Multi-task Learning

https://arxiv.org/pdf/2107.05219.pdf

088 (2021-07-9) Lifelong Twin Generative Adversarial Networks

https://arxiv.org/pdf/2107.04708.pdf

089 (2021-07-9) InfoVAEGAN learning joint interpretable representations by information maximization and maximum likelihood

https://arxiv.org/pdf/2107.04705.pdf

090 (2021-07-9) Lifelong Teacher-Student Network Learning

https://arxiv.org/pdf/2107.04689.pdf

091 (2021-07-9) ViTGAN Training GANs with Vision Transformers

https://arxiv.org/pdf/2107.04589.pdf

092 (2021-07-9) White-Box Cartoonization Using An Extended GAN Framework

https://arxiv.org/pdf/2107.04551.pdf

093 (2021-07-9) Semantic and Geometric Unfolding of StyleGAN Latent Space

https://arxiv.org/pdf/2107.04481.pdf

094 (2021-07-9) Deep Image Synthesis from Intuitive User Input A Review and Perspectives

https://arxiv.org/pdf/2107.04240.pdf

095 (2021-07-12) Pattern Detection on Glioblastoma's Waddington landscape via Generative Adversarial Networks

https://arxiv.org/pdf/2107.04036.pdf

096 (2021-07-8) Generalization Error of GAN from the Discriminator's Perspective

https://arxiv.org/pdf/2107.03633.pdf

097 (2021-07-7) FBC-GAN Diverse and Flexible Image Synthesis via Foreground-Background Composition

https://arxiv.org/pdf/2107.03166.pdf

098 (2021-07-7) Cross-View Exocentric to Egocentric Video Synthesis

https://arxiv.org/pdf/2107.03120.pdf

099 (2021-07-7) Controlled Caption Generation for Images Through Adversarial Attacks

https://arxiv.org/pdf/2107.03050.pdf

100 (2021-07-7) Bi-level Feature Alignment for Versatile Image Translation and Manipulation

https://arxiv.org/pdf/2107.03021.pdf

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