2021年4月90篇GAN/对抗论文汇总

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2020年4月份70多篇GAN论文！

2020年3月至今90多篇GAN论文！

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2020年1月部分GAN论文清单

001 (2021-05-6) Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network

https://arxiv.org/pdf/2105.02565.pdf

002 (2021-05-6) DiffSinger Diffusion Acoustic Model for Singing Voice Synthesis

https://arxiv.org/pdf/2105.02446.pdf

003 (2021-05-6) Anomaly detection in Hyper Suprime-Cam galaxy images with generative adversarial networks

https://arxiv.org/pdf/2105.02434.pdf

004 (2021-05-5) DeepSMOTE Fusing Deep Learning and SMOTE for Imbalanced Data

https://arxiv.org/pdf/2105.02340.pdf

005 (2021-05-6) Using Synthetic Data to Enhance the Accuracy of Fingerprint-Based Localization A Deep Learning Approach

https://arxiv.org/pdf/2105.01903.pdf

006 (2021-05-4) Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review Comparison and Perspectives

https://arxiv.org/pdf/2105.01800.pdf

007 (2021-04-28) Multigrid Solver With Super-Resolved Interpolation

https://arxiv.org/pdf/2105.01739.pdf

008 (2021-05-4) VQCPC-GAN Variable-length Adversarial Audio Synthesis using Vector-Quantized Contrastive Predictive Coding

https://arxiv.org/pdf/2105.01531.pdf

009 (2021-05-3) Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks

https://arxiv.org/pdf/2105.01159.pdf

010 (2021-04-11) Pose Invariant Person Re-Identification using Robust Pose-transformation GAN

https://arxiv.org/pdf/2105.00930.pdf

011 (2021-05-5) Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference

https://arxiv.org/pdf/2105.00822.pdf

012 (2021-05-2) GRNN Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning

https://arxiv.org/pdf/2105.00529.pdf

013 (2021-05-1) JAS-GAN Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets

https://arxiv.org/pdf/2105.00234.pdf

014 (2021-05-3) Stabilization of generative adversarial networks via noisy scale-space

https://arxiv.org/pdf/2105.00220.pdf

015 (2021-05-1) Feature Disentanglement in generating three-dimensional structure from two-dimensional slice with sliceGAN

https://arxiv.org/pdf/2105.00194.pdf

016 (2021-04-30) Data-driven Full-waveform Inversion Surrogate using Conditional Generative Adversarial Networks

https://arxiv.org/pdf/2105.00100.pdf

017 (2021-04-30) Entangling Quantum Generative Adversarial Networks

https://arxiv.org/pdf/2105.00080.pdf

018 (2021-04-30) Continuous Face Aging via Self-estimated Residual Age Embedding

https://arxiv.org/pdf/2105.00020.pdf

019 (2021-04-30) Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation

https://arxiv.org/pdf/2104.15082.pdf

020 (2021-04-30) Unsupervised data augmentation for object detection

https://arxiv.org/pdf/2104.14965.pdf

021 (2021-04-30) TREND Truncated Generalized Normal Density Estimation of Inception Embeddings for Accurate GAN Evaluation

https://arxiv.org/pdf/2104.14767.pdf

022 (2021-04-30) StyleMapGAN Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing

https://arxiv.org/pdf/2104.14754.pdf

023 (2021-04-29) Text2Video Text-driven Talking-head Video Synthesis with Phonetic Dictionary

https://arxiv.org/pdf/2104.14631.pdf

024 (2021-04-28) Preserving Semantic Consistency in Unsupervised Domain Adaptation Using Generative Adversarial Networks

https://arxiv.org/pdf/2104.13725.pdf

025 (2021-04-29) Unsupervised 3D Shape Completion through GAN Inversion

https://arxiv.org/pdf/2104.13366.pdf

026 (2021-04-30) End-to-End Video-To-Speech Synthesis using Generative Adversarial Networks

https://arxiv.org/pdf/2104.13332.pdf

027 (2021-04-27) Adaptive Adversarial Training for Meta Reinforcement Learning

https://arxiv.org/pdf/2104.13302.pdf

028 (2021-04-26) Good Artists Copy Great Artists Steal Model Extraction Attacks Against Image Translation Generative Adversarial Networks

https://arxiv.org/pdf/2104.12623.pdf

029 (2021-04-26) FedDPGAN Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia

https://arxiv.org/pdf/2104.12581.pdf

030 (2021-04-26) EigenGAN Layer-Wise Eigen-Learning for GANs

https://arxiv.org/pdf/2104.12476.pdf

031 (2021-04-25) Generative Adversarial Network Some Analytical Perspectives

https://arxiv.org/pdf/2104.12210.pdf

032 (2021-04-25) An Adaptive Learning based Generative Adversarial Network for One-To-One Voice Conversion

https://arxiv.org/pdf/2104.12159.pdf

033 (2021-04-25) Making GAN-Generated Images Difficult To Spot A New Attack Against Synthetic Image Detectors

https://arxiv.org/pdf/2104.12069.pdf

034 (2021-04-24) Supervised Anomaly Detection via Conditional Generative Adversarial Network and Ensemble Active Learning

https://arxiv.org/pdf/2104.11952.pdf

035 (2021-04-23) Playing Lottery Tickets with Vision and Language

https://arxiv.org/pdf/2104.11832.pdf

036 (2021-04-23) Ensembles of GANs for synthetic training data generation

https://arxiv.org/pdf/2104.11797.pdf

037 (2021-04-23) Safe Fakes Evaluating Face Anonymizers for Face Detectors

https://arxiv.org/pdf/2104.11721.pdf

038 (2021-04-23) Improving Neural Silent Speech Interface Models by Adversarial Training

https://arxiv.org/pdf/2104.11601.pdf

039 (2021-04-23) Region-Adaptive Deformable Network for Image Quality Assessment

https://arxiv.org/pdf/2104.11599.pdf

040 (2021-04-21) Online GANs for Automatic Performance Testing

https://arxiv.org/pdf/2104.11069.pdf

041 (2021-04-21) Causal-TGAN Generating Tabular Data Using Causal Generative Adversarial Networks

https://arxiv.org/pdf/2104.10680.pdf

042 (2021-04-20) GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis A Critical Review

https://arxiv.org/pdf/2104.10603.pdf

043 (2021-04-21) Statistical inference for generative adversarial networks

https://arxiv.org/pdf/2104.10601.pdf

044 (2021-04-20) Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation

https://arxiv.org/pdf/2104.10273.pdf

045 (2021-04-20) TWIST-GAN Towards Wavelet Transform and Transferred GAN for Spatio-Temporal Single Image Super Resolution

https://arxiv.org/pdf/2104.10268.pdf

046 (2021-04-20) Semantic Segmentation by Improved Generative Adversarial Networks

https://arxiv.org/pdf/2104.09917.pdf

047 (2021-04-19) Quaternion Generative Adversarial Networks

https://arxiv.org/pdf/2104.09630.pdf

048 (2021-04-19) Coarse-to-Fine Searching for Efficient Generative Adversarial Networks

https://arxiv.org/pdf/2104.09223.pdf

049 (2021-04-20) Surrogate Gradient Field for Latent Space Manipulation

https://arxiv.org/pdf/2104.09065.pdf

050 (2021-04-17) Multi-Metric Optimization using Generative Adversarial Networks for Near-End Speech Intelligibility Enhancement

https://arxiv.org/pdf/2104.08499.pdf

051 (2021-04-15) EnvGAN Adversarial Synthesis of Environmental Sounds for Data Augmentation

https://arxiv.org/pdf/2104.07326.pdf

052 (2021-04-14) VTGAN Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers

https://arxiv.org/pdf/2104.06757.pdf

053 (2021-04-18) A Novel Approach to Curiosity and Explainable Reinforcement Learning via Interpretable Sub-Goals

https://arxiv.org/pdf/2104.06630.pdf

054 (2021-04-13) GAN-Based Interactive Reinforcement Learning from Demonstration and Human Evaluative Feedback

https://arxiv.org/pdf/2104.06600.pdf

055 (2021-04-13) Simultaneous Face Hallucination and Translation for Thermal to Visible Face Verification using Axial-GAN

https://arxiv.org/pdf/2104.06534.pdf

056 (2021-04-13) Automatic Correction of Internal Units in Generative Neural Networks

https://arxiv.org/pdf/2104.06118.pdf

057 (2021-04-12) IMAGINE Image Synthesis by Image-Guided Model Inversion

https://arxiv.org/pdf/2104.05895.pdf

058 (2021-04-12) Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation

https://arxiv.org/pdf/2104.05647.pdf

059 (2021-04-12) Understanding Overparameterization in Generative Adversarial Networks

https://arxiv.org/pdf/2104.05605.pdf

060 (2021-04-12) Diamond in the rough Improving image realism by traversing the GAN latent space

https://arxiv.org/pdf/2104.05518.pdf

061 (2021-04-13) The Many Faces of 1-Lipschitz Neural Networks

https://arxiv.org/pdf/2104.05097.pdf

062 (2021-04-11) SIGAN A Novel Image Generation Method for Solar Cell Defect Segmentation and Augmentation

https://arxiv.org/pdf/2104.04953.pdf

063 (2021-05-5) Physically-Consistent Generative Adversarial Networks for Coastal Flood Visualization

https://arxiv.org/pdf/2104.04785.pdf

064 (2021-04-10) MobileStyleGAN A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis

https://arxiv.org/pdf/2104.04767.pdf

065 (2021-04-9) Compressing PDF sets using generative adversarial networks

https://arxiv.org/pdf/2104.04535.pdf

066 (2021-04-8) eGAN Unsupervised approach to class imbalance using transfer learning

https://arxiv.org/pdf/2104.04162.pdf

067 (2021-04-8) An Empirical Study of the Effects of Sample-Mixing Methods for Efficient Training of Generative Adversarial Networks

https://arxiv.org/pdf/2104.03535.pdf

068 (2021-04-7) Generating multi-type sequences of temporal events to improve fraud detection in game advertising

https://arxiv.org/pdf/2104.03428.pdf

069 (2021-04-7) Regularizing Generative Adversarial Networks under Limited Data

https://arxiv.org/pdf/2104.03310.pdf

070 (2021-04-8) OpenGAN Open-Set Recognition via Open Data Generation

https://arxiv.org/pdf/2104.02939.pdf

071 (2021-04-6) ReStyle A Residual-Based StyleGAN Encoder via Iterative Refinement

https://arxiv.org/pdf/2104.02699.pdf

072 (2021-04-6) Deep learning for prediction of complex geology ahead of drilling

https://arxiv.org/pdf/2104.02550.pdf

073 (2021-04-6) OodGAN Generative Adversarial Network for Out-of-Domain Data Generation

https://arxiv.org/pdf/2104.02484.pdf

074 (2021-04-6) Teacher-Student Adversarial Depth Hallucination to Improve Face Recognition

https://arxiv.org/pdf/2104.02424.pdf

075 (2021-04-6) Generalization of GANs under Lipschitz continuity and data augmentation

https://arxiv.org/pdf/2104.02388.pdf

076 (2021-04-27) Leverage Score Sampling for Complete Mode Coverage in Generative Adversarial Networks

https://arxiv.org/pdf/2104.02373.pdf

077 (2021-04-5) Content-Aware GAN Compression

https://arxiv.org/pdf/2104.02244.pdf

078 (2021-04-3) Adversarial Joint Training with Self-Attention Mechanism for Robust End-to-End Speech Recognition

https://arxiv.org/pdf/2104.01471.pdf

079 (2021-04-3) Monte Carlo Simulation of SDEs using GANs

https://arxiv.org/pdf/2104.01437.pdf

080 (2021-04-3) Deepfake Detection Scheme Based on Vision Transformer and Distillation

https://arxiv.org/pdf/2104.01353.pdf

081 (2021-04-2) PATE-AAE Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification

https://arxiv.org/pdf/2104.01271.pdf

082 (2021-04-2) Data Augmentation with Manifold Barycenters

https://arxiv.org/pdf/2104.00925.pdf

083 (2021-04-1) LatentCLR A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions

https://arxiv.org/pdf/2104.00820.pdf

084 (2021-04-1) Partition-Guided GANs

https://arxiv.org/pdf/2104.00816.pdf

085 (2021-04-1) Drug Discovery Approaches using Quantum Machine Learning

https://arxiv.org/pdf/2104.00746.pdf

086 (2021-04-1) In&Out Diverse Image Outpainting via GAN Inversion

https://arxiv.org/pdf/2104.00675.pdf

087 (2021-04-24) Text to Image Generation with Semantic-Spatial Aware GAN

https://arxiv.org/pdf/2104.00567.pdf

088 (2021-04-1) Linear Semantics in Generative Adversarial Networks

https://arxiv.org/pdf/2104.00487.pdf

089 (2021-04-1) Improved Image Generation via Sparse Modeling

https://arxiv.org/pdf/2104.00464.pdf

090 (2021-04-1) Exploiting Relationship for Complex-scene Image Generation

https://arxiv.org/pdf/2104.00356.pdf

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