想成为一名优(guan)秀(shui)的scut的研究僧，不看论文怎么行？ ！（哈哈，开玩笑==）**\
Yann LeCun评价GAN是
过去十年间，机器学习领域最让人激动的点子
过去的30多天里，让我们来看看、用“ adversarial gan ”在arxiv上爬到的、和GAN的这些相关工（biao）作(ti)吧~
001 ( 2019-12-5) Label Refinement with an Iterative Generative Adversarial Network for Boosting Retinal Vessel Segmentation
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002 ( 2019-12-5) Zero-Shot Generation of Human-Object Interaction Videos
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003 ( 2019-12-4) Informative GANs via Structured Regularization of Optimal Transport
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004 ( 2019-12-4) AdversarialNAS Adversarial Neural Architecture Search for GANs
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005 ( 2019-12-4) Spectral-GANs for High-Resolution 3D Point-cloud Generation
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006 ( 2019-12-3) It GAN DO Better GAN-based Detection of Objects on Images with Varying Quality
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007 ( 2019-11-30) Facial Expression Representation Learning by Synthesizing Expression Images
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008 ( 2019-12-2) LOGAN Latent Optimisation for Generative Adversarial Networks
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009 ( 2019-12-5) Information bottleneck through variational glasses
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010 ( 2019-12-2) Is Discriminator a Good Feature Extractor
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011 ( 2019-12-2) GANCoder An Automatic Natural Language-to-Programming Language Translation Approach based on GAN
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012 ( 2019-12-2) DEGAS Differentiable Efficient Generator Search
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013 ( 2019-12-2) Flow Contrastive Estimation of Energy-Based Models
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014 ( 2019-12-2) Anomaly Detection in Particulate Matter Sensor using Hypothesis Pruning Generative Adversarial Network
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015 ( 2019-11-26) AuthorGAN Improving GAN Reproducibility using a Modular GAN Framework
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016 ( 2019-11-26) CONAN Complementary Pattern Augmentation for Rare Disease Detection
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017 ( 2019-11-29) Orthogonal Wasserstein GANs
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018 ( 2019-12-2) Progressive-Growing of Generative Adversarial Networks for Metasurface Optimization
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019 ( 2019-11-28) Decoding Cosmological Information in Weak-Lensing Mass Maps with Generative Adversarial Networks
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020 ( 2019-11-28) Quality analysis of DCGAN-generated mammography lesions
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021 ( 2019-11-28) Light-weight Calibrator a Separable Component for Unsupervised Domain Adaptation
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022 ( 2019-11-28) Diversity-Aware Vehicle Motion Prediction via Latent Semantic Sampling
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023 ( 2019-11-27) Sparse-GAN Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image
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024 ( 2019-11-26) AIPNet Generative Adversarial Pre-training of Accent-invariant Networks for End-to-end Speech Recognition
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025 ( 2019-11-26) Data Augmentation Using Adversarial Training for Construction-Equipment Classification
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026 ( 2019-11-26) Noise Robust Generative Adversarial Networks
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027 ( 2019-11-26) Using Physics-Informed Super-Resolution Generative Adversarial Networks for Subgrid Modeling in Turbulent Reactive Flows
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028 ( 2019-11-26) Text2FaceGAN Face Generation from Fine Grained Textual Descriptions
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029 ( 2019-11-19) A Simple yet Effective Way for Improving the Performance of GANs
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030 ( 2019-11-22) Invert and Defend Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference
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031 ( 2019-11-22) This Car is Mine Automobile Theft Countermeasure Leveraging Driver Identification with Generative Adversarial Networks
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032 ( 2019-11-21) Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons
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033 ( 2019-11-28) Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis
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034 ( 2019-11-20) RIS-GAN Explore Residual and Illumination with Generative Adversarial Networks for Shadow Removal
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035 ( 2019-11-20) Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN
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036 ( 2019-11-19) SSAH Semi-supervised Adversarial Deep Hashing with Self-paced Hard Sample Generation
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037 ( 2019-11-20) Generative Adversarial Networks For Graph Data Imputation From Signed Observations
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038 ( 2019-11-19) Distributed Generative Adversarial Net
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039 ( 2019-11-19) Estimation of Orientation and Camera Parameters from Cryo-Electron Microscopy Images with Variational Autoencoders and Generative Adversarial Networks
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040 ( 2019-11-18) SimVAE Simulator-Assisted Training forInterpretable Generative Models
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041 ( 2019-11-12) VITON-GAN Virtual Try-on Image Generator Trained with Adversarial Loss
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042 ( 2019-11-16) The Secret Revealer Generative Model-Inversion Attacks Against Deep Neural Networks
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043 ( 2019-11-16) RSM-GAN A Convolutional Recurrent GAN for Anomaly Detection in Contaminated Seasonal Multivariate Time Series
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044 ( 2019-11-16) All-In-One Facial Expression Transfer Editing and Recognition Using A Single Network
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045 ( 2019-11-16) Self-supervised GAN Analysis and Improvement with Multi-class Minimax Game
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046 ( 2019-11-15) Towards Design Methodology of Efficient Fast Algorithms for Accelerating Generative Adversarial Networks on FPGAs
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047 ( 2019-11-15) Enforcing Deterministic Constraints on Generative Adversarial Networks for Emulating Physical Systems
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048 ( 2019-11-15) MMGAN Generative Adversarial Networks for Multi-Modal Distributions
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049 ( 2019-11-20) CatGAN Category-aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation
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050 ( 2019-11-15) A3GAN An Attribute-aware Attentive Generative Adversarial Network for Face Aging
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051 ( 2019-11-15) Automated Augmentation with Reinforcement Learning and GANs for Robust Identification of Traffic Signs using Front Camera Images
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052 ( 2019-11-14) Fourier Spectrum Discrepancies in Deep Network Generated Images
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053 ( 2019-11-14) Human Annotations Improve GAN Performances
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054 ( 2019-11-18) DomainGAN Generating Adversarial Examples to Attack Domain Generation Algorithm Classifiers
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055 ( 2019-11-11) Few-Features Attack to Fool Machine Learning Models through Mask-Based GAN
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056 ( 2019-11-13) LiDAR ICPS-net Indoor Camera Positioning based-on Generative Adversarial Network for RGB to Point-Cloud Translation
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057 ( 2019-10-26) Exploiting GAN Internal Capacity for High-Quality Reconstruction of Natural Images
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058 ( 2019-11-8) Multi-MotifGAN (MMGAN) Motif-targeted Graph Generation and Prediction
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059 ( 2019-11-15) Real or Fake Spoofing State-Of-The-Art Face Synthesis Detection Systems
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060 ( 2019-11-12) Generative adversarial networks (GAN) based efficient sampling of chemical space for inverse design of inorganic materials
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061 ( 2019-11-6) A deep learning framework for morphologic detail beyond the diffraction limit in infrared spectroscopic imaging
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062 ( 2019-11-11) PoshakNet Framework for matching dresses from real-life photos using GAN and Siamese Network
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063 ( 2019-11-11) Real-time Image Enhancement for Vision-based Autonomous Underwater Vehicle Navigation in Murky Waters
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064 ( 2019-11-10) EarthquakeGen Earthquake Simulation Using Generative Adversarial Networks
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065 ( 2019-11-20) Transformation of low-quality device-recorded speech to high-quality speech using improved SEGAN model
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066 ( 2019-11-8) Joint Demosaicing and Super-Resolution (JDSR) Network Design and Perceptual Optimization
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067 ( 2019-11-1) Experienced Deep Reinforcement Learning with Generative Adversarial Networks (GANs) for Model-Free Ultra Reliable Low Latency Communication
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068 ( 2019-11-8) Quality Aware Generative Adversarial Networks
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069 ( 2019-11-7) Collapse Resistant Deep Convolutional GAN for Multi-Object Image Generation
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070 ( 2019-11-7) Change your singer a transfer learning generative adversarial framework for song to song conversion
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071 ( 2019-11-6) Semantic Image Completion and Enhancement using Deep Learning
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072 ( 2019-11-23) GAN-enhanced Conditional Echocardiogram Generation
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073 ( 2019-11-5) Hierarchical Mixtures of Generators for Adversarial Learning
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074 ( 2019-11-7) Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views
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075 ( 2019-11-5) Deep Hedging Learning to Simulate Equity Option Markets
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076 ( 2019-11-4) Improved BiGAN training with marginal likelihood equalization
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077 ( 2019-11-4) FCSR-GAN Joint Face Completion and Super-resolution via Multi-task Learning
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078 ( 2019-11-3) Multi-marginal Wasserstein GAN
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079 ( 2019-11-2) Pixel-wise Conditioning of Generative Adversarial Networks
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080 ( 2019-10-31) Quantum Wasserstein Generative Adversarial Networks
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081 ( 2019-10-31) Modeling Feature Representations for Affective Speech using Generative Adversarial Networks
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082 ( 2019-10-31) Co-Generation with GANs using AIS based HMC
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083 ( 2019-10-31) Can adversarial training learn image captioning
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084 ( 2019-11-3) Kernel-Guided Training of Implicit Generative Models with Stability Guarantees
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