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！

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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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