2021年5月80篇GAN/对抗论文汇总
等你着陆！【GAN生成对抗网络】知识星球
001 (2021-06-3) Pathology-Aware Generative Adversarial Networks for Medical Image Augmentation
https://arxiv.org/pdf/2106.01915.pdf
002 (2021-06-3) Semantic Palette Guiding Scene Generation with Class Proportions
https://arxiv.org/pdf/2106.01629.pdf
003 (2021-06-3) Imperceptible Adversarial Examples for Fake Image Detection
https://arxiv.org/pdf/2106.01615.pdf
004 (2021-06-2) Minimax Optimization with Smooth Algorithmic Adversaries
https://arxiv.org/pdf/2106.01488.pdf
005 (2021-06-2) Sound-to-Imagination Unsupervised Crossmodal Translation Using Deep Dense Network Architecture
https://arxiv.org/pdf/2106.01266.pdf
006 (2021-06-2) Towards Robustness of Text-to-SQL Models against Synonym Substitution
https://arxiv.org/pdf/2106.01065.pdf
007 (2021-06-1) IID-GAN an IID Sampling Perspective for Regularizing Mode Collapse
https://arxiv.org/pdf/2106.00563.pdf
008 (2021-06-1) Adversarial VQA A New Benchmark for Evaluating the Robustness of VQA Models
https://arxiv.org/pdf/2106.00245.pdf
009 (2021-05-31) GANs Can Play Lottery Tickets Too
https://arxiv.org/pdf/2106.00134.pdf
010 (2021-05-31) StarGAN-ZSVC Towards Zero-Shot Voice Conversion in Low-Resource Contexts
https://arxiv.org/pdf/2106.00043.pdf
011 (2021-05-31) The use of Generative Adversarial Networks to characterise new physics in multi-lepton final states at the LHC
https://arxiv.org/pdf/2105.14933.pdf
012 (2021-05-30) Image-to-Video Generation via 3D Facial Dynamics
https://arxiv.org/pdf/2105.14678.pdf
013 (2021-05-29) Representation Learning in Continuous-Time Score-Based Generative Models
https://arxiv.org/pdf/2105.14257.pdf
014 (2021-05-28) PTNet A High-Resolution Infant MRI Synthesizer Based on Transformer
https://arxiv.org/pdf/2105.13993.pdf
015 (2021-05-28) Discretization Drift in Two-Player Games
https://arxiv.org/pdf/2105.13922.pdf
016 (2021-05-28) GAN for time series prediction data assimilation and uncertainty quantification
https://arxiv.org/pdf/2105.13859.pdf
017 (2021-05-27) Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net
https://arxiv.org/pdf/2105.13067.pdf
018 (2021-05-27) The Imaginative Generative Adversarial Network Automatic Data Augmentation for Dynamic Skeleton-Based Hand Gesture and Human Action Recognition
https://arxiv.org/pdf/2105.13061.pdf
019 (2021-06-3) An error analysis of generative adversarial networks for learning distributions
https://arxiv.org/pdf/2105.13010.pdf
020 (2021-05-27) Hybrid Encoding For Generating Large Scale Game Level Patterns With Local Variations Using a GAN
https://arxiv.org/pdf/2105.12960.pdf
021 (2021-05-26) Enhance to Read Better An Improved Generative Adversarial Network for Handwritten Document Image Enhancement
https://arxiv.org/pdf/2105.12710.pdf
022 (2021-05-27) Disentangled Face Attribute Editing via Instance-Aware Latent Space Search
https://arxiv.org/pdf/2105.12660.pdf
023 (2021-05-27) Pattern Detection in the Activation Space for Identifying Synthesized Content
https://arxiv.org/pdf/2105.12479.pdf
024 (2021-05-25) A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces
https://arxiv.org/pdf/2105.12208.pdf
025 (2021-05-25) Estimates of maize plant density from UAV RGB images using Faster-RCNN detection model impact of the spatial resolution
https://arxiv.org/pdf/2105.11857.pdf
026 (2021-05-25) GAN for Vision KG for Relation a Two-stage Deep Network for Zero-shot Action Recognition
https://arxiv.org/pdf/2105.11789.pdf
027 (2021-05-22) MIASSR An Approach for Medical Image Arbitrary Scale Super-Resolution
https://arxiv.org/pdf/2105.10738.pdf
028 (2021-05-21) High Fidelity Fingerprint Generation Quality Uniqueness and Privacy
https://arxiv.org/pdf/2105.10403.pdf
029 (2021-05-21) Combining Transformer Generators with Convolutional Discriminators
https://arxiv.org/pdf/2105.10189.pdf
030 (2021-05-20) Anomaly Detection of Test-Time Evasion Attacks using Class-conditional Generative Adversarial Networks
https://arxiv.org/pdf/2105.10101.pdf
031 (2021-05-20) A GAN-Like Approach for Physics-Based Imitation Learning and Interactive Character Control
https://arxiv.org/pdf/2105.10066.pdf
032 (2021-05-10) Real-time super-resolution mapping of locally anisotropic grain orientations for ultrasonic non-destructive evaluation of crystalline material
https://arxiv.org/pdf/2105.09466.pdf
033 (2021-05-19) Physics Validation of Novel Convolutional 2D Architectures for Speeding Up High Energy Physics Simulations
https://arxiv.org/pdf/2105.08960.pdf
034 (2021-05-18) Human Motion Prediction Using Manifold-Aware Wasserstein GAN
https://arxiv.org/pdf/2105.08715.pdf
035 (2021-05-17) Decorating Your Own Bedroom Locally Controlling Image Generation with Generative Adversarial Networks
https://arxiv.org/pdf/2105.08222.pdf
036 (2021-05-17) Transfer Learning Enhanced Generative Adversarial Networks for Multi-Channel MRI Reconstruction
https://arxiv.org/pdf/2105.08175.pdf
037 (2021-05-17) Data Assimilation Predictive GAN (DA-PredGAN) applied to determine the spread of COVID-19
https://arxiv.org/pdf/2105.07729.pdf
038 (2021-05-17) Style-Restricted GAN Multi-Modal Translation with Style Restriction Using Generative Adversarial Networks
https://arxiv.org/pdf/2105.07621.pdf
039 (2021-05-16) Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing
https://arxiv.org/pdf/2105.07553.pdf
040 (2021-05-16) Fast-GANFIT Generative Adversarial Network for High Fidelity 3D Face Reconstruction
https://arxiv.org/pdf/2105.07474.pdf
041 (2021-05-15) Mask-Guided Discovery of Semantic Manifolds in Generative Models
https://arxiv.org/pdf/2105.07273.pdf
042 (2021-05-15) AgeFlow Conditional Age Progression and Regression with Normalizing Flows
https://arxiv.org/pdf/2105.07239.pdf
043 (2021-05-15) Generative Adversarial Network-based Cross-Project Fault Prediction
https://arxiv.org/pdf/2105.07207.pdf
044 (2021-05-15) Image Super-Resolution Quality Assessment Structural Fidelity Versus Statistical Naturalness
https://arxiv.org/pdf/2105.07139.pdf
045 (2021-05-14) Verification of Image-based Neural Network Controllers Using Generative Models
https://arxiv.org/pdf/2105.07091.pdf
046 (2021-05-14) SA-GAN Structure-Aware Generative Adversarial Network for Shape-Preserving Synthetic CT Generation
https://arxiv.org/pdf/2105.07044.pdf
047 (2021-04-28) Loosely Conditioned Emulation of Global Climate Models With Generative Adversarial Networks
https://arxiv.org/pdf/2105.06386.pdf
048 (2021-05-13) GAN Prior Embedded Network for Blind Face Restoration in the Wild
https://arxiv.org/pdf/2105.06070.pdf
049 (2021-05-12) Extreme Face Inpainting with Sketch-Guided Conditional GAN
https://arxiv.org/pdf/2105.06033.pdf
050 (2021-05-13) Directional GAN A Novel Conditioning Strategy for Generative Networks
https://arxiv.org/pdf/2105.05712.pdf
051 (2021-05-12) Label Geometry Aware Discriminator for Conditional Generative Networks
https://arxiv.org/pdf/2105.05501.pdf
052 (2021-05-11) GANs for Medical Image Synthesis An Empirical Study
https://arxiv.org/pdf/2105.05318.pdf
053 (2021-05-11) Let There be Light Improved Traffic Surveillance via Detail Preserving Night-to-Day Transfer
https://arxiv.org/pdf/2105.05011.pdf
054 (2021-05-11) Uncover Common Facial Expressions in Terracotta Warriors A Deep Learning Approach
https://arxiv.org/pdf/2105.04826.pdf
055 (2021-05-11) Characterizing GAN Convergence Through Proximal Duality Gap
https://arxiv.org/pdf/2105.04801.pdf
056 (2021-05-10) Towards Discovery and Attribution of Open-world GAN Generated Images
https://arxiv.org/pdf/2105.04580.pdf
057 (2021-05-10) Learning High-Dimensional Distributions with Latent Neural Fokker-Planck Kernels
https://arxiv.org/pdf/2105.04538.pdf
058 (2021-05-10) Generative Adversarial Networks (GANs) in Networking A Comprehensive Survey & Evaluation
https://arxiv.org/pdf/2105.04184.pdf
059 (2021-05-10) BIM Hyperreality Data Synthesis Using BIM and Hyperrealistic Rendering for Deep Learning
https://arxiv.org/pdf/2105.04103.pdf
060 (2021-05-9) Robust Training Using Natural Transformation
https://arxiv.org/pdf/2105.04070.pdf
061 (2021-05-8) Stability and Generalization of Stochastic Gradient Methods for Minimax Problems
https://arxiv.org/pdf/2105.03793.pdf
062 (2021-05-8) De-Pois An Attack-Agnostic Defense against Data Poisoning Attacks
https://arxiv.org/pdf/2105.03592.pdf
063 (2021-05-23) Unsupervised Remote Sensing Super-Resolution via Migration Image Prior
https://arxiv.org/pdf/2105.03579.pdf
064 (2021-05-7) Toward Interactive Modulation for Photo-Realistic Image Restoration
https://arxiv.org/pdf/2105.03085.pdf
065 (2021-05-11) NTIRE 2021 Challenge on Perceptual Image Quality Assessment
https://arxiv.org/pdf/2105.03072.pdf
066 (2021-05-6) GANTL Towards Practical and Real-Time Topology Optimization with Conditional GANs and Transfer Learning
https://arxiv.org/pdf/2105.03045.pdf
067 (2021-05-6) Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network
https://arxiv.org/pdf/2105.02565.pdf
068 (2021-05-30) DiffSinger Singing Voice Synthesis via Shallow Diffusion Mechanism
https://arxiv.org/pdf/2105.02446.pdf
069 (2021-05-6) Anomaly detection in Hyper Suprime-Cam galaxy images with generative adversarial networks
https://arxiv.org/pdf/2105.02434.pdf
070 (2021-05-5) DeepSMOTE Fusing Deep Learning and SMOTE for Imbalanced Data
https://arxiv.org/pdf/2105.02340.pdf
071 (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
072 (2021-05-4) Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review Comparison and Perspectives
https://arxiv.org/pdf/2105.01800.pdf
073 (2021-04-28) Multigrid Solver With Super-Resolved Interpolation
https://arxiv.org/pdf/2105.01739.pdf
074 (2021-05-4) VQCPC-GAN Variable-length Adversarial Audio Synthesis using Vector-Quantized Contrastive Predictive Coding
https://arxiv.org/pdf/2105.01531.pdf
075 (2021-05-3) Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks
https://arxiv.org/pdf/2105.01159.pdf
076 (2021-06-1) Pose Invariant Person Re-Identification using Robust Pose-transformation GAN
https://arxiv.org/pdf/2105.00930.pdf
077 (2021-05-5) Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference
https://arxiv.org/pdf/2105.00822.pdf
078 (2021-05-2) GRNN Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning
https://arxiv.org/pdf/2105.00529.pdf
079 (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
080 (2021-05-3) Stabilization of generative adversarial networks via noisy scale-space
https://arxiv.org/pdf/2105.00220.pdf
081 (2021-05-1) Feature Disentanglement in generating three-dimensional structure from two-dimensional slice with sliceGAN
https://arxiv.org/pdf/2105.00194.pdf
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