超100篇！CVPR 2020最全GAN论文梳理！ 2020年11月80篇GAN/对抗论文汇总2020年10月80篇GAN/对抗论文汇总2020年9月70篇GAN/对抗论文汇总2020年8月60篇GAN/对抗论文汇总2020年7月90篇GAN论文汇总2020年6月100篇最新GAN论文汇总2020年5月60篇GAN论文汇总2020年4月份70多篇GAN论文！2020年3月至今90多篇GAN论文！2020年2月50多篇GAN论文！2020年1月部分GAN论文清单 001 (2021-01-7) Adversarial Machine Learning for 5G Communications Security https://arxiv.org/pdf/2101.02656.pdf002 (2021-01-7) A spin-glass model for the loss surfaces of generative adversarial networks https://arxiv.org/pdf/2101.02524.pdf003 (2021-01-7) Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed https://arxiv.org/pdf/2101.02388.pdf004 (2021-01-7) VHS to HDTV Video Translation using Multi-task Adversarial Learning https://arxiv.org/pdf/2101.02384.pdf005 (2021-01-6) OAAE Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space https://arxiv.org/pdf/2101.02358.pdf006 (2021-01-6) Model Extraction and Defenses on Generative Adversarial Networks https://arxiv.org/pdf/2101.02069.pdf007 (2021-01-5) Minibatch optimal transport distances; analysis and applications https://arxiv.org/pdf/2101.01792.pdf008 (2020-12-27) Generative Adversarial Networks with Physical Evaluators for Spray Simulation of Pintle Injector https://arxiv.org/pdf/2101.01217.pdf009 (2020-12-21) Understanding Health Misinformation Transmission An Interpretable Deep Learning Approach to Manage Infodemics https://arxiv.org/pdf/2101.01076.pdf010 (2021-01-4) Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines https://arxiv.org/pdf/2101.01042.pdf011 (2021-01-4) Guiding GANs How to control non-conditional pre-trained GANs for conditional image generation https://arxiv.org/pdf/2101.00990.pdf012 (2021-01-3) Copula Flows for Synthetic Data Generation https://arxiv.org/pdf/2101.00598.pdf013 (2021-01-2) Six-channel Image Representation for Cross-domain Object Detection https://arxiv.org/pdf/2101.00561.pdf014 (2021-01-2) RV-GAN Retinal Vessel Segmentation from Fundus Images using Multi-scale Generative Adversarial Networks https://arxiv.org/pdf/2101.00535.pdf015 (2021-01-2) ORDisCo Effective and Efficient Usage of Incremental Unlabeled Data for Semi-supervised Continual Learning https://arxiv.org/pdf/2101.00407.pdf016 (2020-12-31) Generative Max-Mahalanobis Classifiers for Image Classification Generation and More https://arxiv.org/pdf/2101.00122.pdf017 (2020-12-31) FGF-GAN A Lightweight Generative Adversarial Network for Pansharpening via Fast Guided Filter https://arxiv.org/pdf/2101.00062.pdf018 (2020-12-26) EC-GAN Low-Sample Classification using Semi-Supervised Algorithms and GANs https://arxiv.org/pdf/2012.15864.pdf019 (2020-12-30) Generative Adversarial Network for Image Synthesis https://arxiv.org/pdf/2012.15446.pdf020 (2020-12-30) OSTeC One-Shot Texture Completion https://arxiv.org/pdf/2012.15370.pdf021 (2020-12-30) Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning https://arxiv.org/pdf/2012.15054.pdf022 (2020-12-30) Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network https://arxiv.org/pdf/2012.15052.pdf023 (2020-12-29) Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network https://arxiv.org/pdf/2012.15020.pdf024 (2020-12-28) Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning https://arxiv.org/pdf/2012.14584.pdf025 (2020-12-28) A Differentially Private Multi-Output Deep Generative Networks Approach For Activity Diary Synthesis https://arxiv.org/pdf/2012.14574.pdf026 (2020-12-28) ACT Asymptotic Conditional Transport https://arxiv.org/pdf/2012.14100.pdf027 (2020-12-27) Generative Partial Visual-Tactile Fused Object Clustering https://arxiv.org/pdf/2012.14070.pdf028 (2020-12-26) Image Synthesis with Adversarial Networks a Comprehensive Survey and Case Studies https://arxiv.org/pdf/2012.13736.pdf029 (2020-12-22) Generating Long-term 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Adversarial Networks for Anomaly Detection https://arxiv.org/pdf/2012.11834.pdf037 (2020-12-21) AVAE Adversarial Variational Auto Encoder https://arxiv.org/pdf/2012.11551.pdf038 (2020-12-20) DeepKeyGen A Deep Learning-based Stream Cipher Generator for Medical Image Encryption and Decryption https://arxiv.org/pdf/2012.11097.pdf039 (2020-12-30) Adversarial Patch Generation for Automatic Program Repair https://arxiv.org/pdf/2012.11060.pdf040 (2020-12-20) Multi-Head Linear Attention Generative Adversarial Network for Thin Cloud Removal https://arxiv.org/pdf/2012.10898.pdf041 (2020-12-19) DCCRGAN Deep Complex Convolution Recurrent Generator Adversarial Network for Speech Enhancement https://arxiv.org/pdf/2012.10732.pdf042 (2020-12-18) An Assessment of GANs for Identity-related Applications https://arxiv.org/pdf/2012.10553.pdf043 (2020-12-18) A 3D GAN for Improved Large-pose Facial Recognition https://arxiv.org/pdf/2012.10545.pdf044 (2020-12-18) Minimax Active Learning https://arxiv.org/pdf/2012.10467.pdf045 (2020-12-18) Convergence dynamics of Generative Adversarial Networks the dual metric flows https://arxiv.org/pdf/2012.10410.pdf046 (2020-12-17) ErGAN Generative Adversarial Networks for Entity Resolution https://arxiv.org/pdf/2012.10004.pdf047 (2020-12-17) Combating Mode Collapse in GAN training An Empirical Analysis using Hessian Eigenvalues https://arxiv.org/pdf/2012.09673.pdf048 (2020-12-16) Roof-GAN Learning to Generate Roof Geometry and Relations for Residential Houses https://arxiv.org/pdf/2012.09340.pdf049 (2020-12-16) DECOR-GAN 3D Shape Detailization by Conditional Refinement https://arxiv.org/pdf/2012.09159.pdf050 (2020-12-16) Joint Generative and Contrastive Learning for Unsupervised Person Re-identification https://arxiv.org/pdf/2012.09071.pdf051 (2020-12-16) SimuGAN Unsupervised forward modeling and optimal design of a LIDAR Camera https://arxiv.org/pdf/2012.08951.pdf052 (2020-12-16) Latent Space Conditioning on Generative Adversarial Networks https://arxiv.org/pdf/2012.08803.pdf053 (2020-12-15) StrokeGAN Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding https://arxiv.org/pdf/2012.08687.pdf054 (2020-12-15) A Closer Look at the Robustness of Vision-and-Language Pre-trained Models https://arxiv.org/pdf/2012.08673.pdf055 (2020-12-15) Geometric Surface Image Prediction for Image Recognition Enhancement https://arxiv.org/pdf/2012.08451.pdf056 (2020-12-14) GAN Ensemble for Anomaly Detection https://arxiv.org/pdf/2012.07988.pdf057 (2020-12-14) Robust One Shot Audio to Video Generation https://arxiv.org/pdf/2012.07842.pdf058 (2020-11-29) Digital rock reconstruction with user-defined properties using conditional generative adversarial networks https://arxiv.org/pdf/2012.07719.pdf059 (2020-12-14) Multi Modal Adaptive Normalization for Audio to Video Generation https://arxiv.org/pdf/2012.07304.pdf060 (2020-12-14) Multi-SpectroGAN High-Diversity and High-Fidelity Spectrogram Generation with Adversarial Style Combination for Speech Synthesis https://arxiv.org/pdf/2012.07267.pdf061 (2020-12-13) PoNA Pose-guided Non-local Attention for Human Pose Transfer https://arxiv.org/pdf/2012.07049.pdf062 (2020-12-11) On Duality Gap as a Measure for Monitoring GAN Training https://arxiv.org/pdf/2012.06723.pdf063 (2020-12-11) Explainable machine learning of the underlying physics of high-energy particle collisions https://arxiv.org/pdf/2012.06582.pdf064 (2020-12-11) Analyzing and Improving Generative Adversarial Training for Generative Modeling and Out-of-Distribution Detection https://arxiv.org/pdf/2012.06568.pdf065 (2020-12-10) A Generative Approach for Detection-driven Underwater Image Enhancement https://arxiv.org/pdf/2012.05990.pdf066 (2020-12-15) Slimmable Generative Adversarial Networks https://arxiv.org/pdf/2012.05660.pdf067 (2020-12-10) HpGAN Sequence Search with Generative Adversarial Networks https://arxiv.org/pdf/2012.05645.pdf068 (2020-12-9) Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation https://arxiv.org/pdf/2012.05304.pdf069 (2020-12-9) Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU https://arxiv.org/pdf/2012.05302.pdf070 (2020-12-10) MorphGAN One-Shot Face Synthesis GAN for Detecting Recognition Bias https://arxiv.org/pdf/2012.05225.pdf071 (2020-12-9) Bad-Data Sequence Detection for Power System State Estimation via ICA-GAN https://arxiv.org/pdf/2012.05163.pdf072 (2020-12-9) Removing Class Imbalance using Polarity-GAN An Uncertainty Sampling Approach https://arxiv.org/pdf/2012.04937.pdf073 (2020-12-8) Improving the Fairness of Deep Generative Models without Retraining https://arxiv.org/pdf/2012.04842.pdf074 (2020-12-8) You Only Need Adversarial Supervision for Semantic Image Synthesis https://arxiv.org/pdf/2012.04781.pdf075 (2020-12-8) GMM-Based Generative Adversarial Encoder Learning https://arxiv.org/pdf/2012.04525.pdf076 (2020-12-6) Privacy-Preserving Synthetic Smart Meters Data https://arxiv.org/pdf/2012.04475.pdf077 (2020-12-8) Data Instance Prior for Transfer Learning in GANs https://arxiv.org/pdf/2012.04256.pdf078 (2020-12-7) SuperFront From Low-resolution to High-resolution Frontal Face Synthesis https://arxiv.org/pdf/2012.04111.pdf079 (2020-11-29) Overcoming Barriers to Data Sharing with Medical Image Generation A Comprehensive Evaluation https://arxiv.org/pdf/2012.03769.pdf080 (2020-11-11) Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition https://arxiv.org/pdf/2012.03682.pdf081 (2020-12-7) Generative Adversarial Network based Heuristics for Sampling-based Path Planning https://arxiv.org/pdf/2012.03490.pdf082 (2020-12-7) PFA-GAN Progressive Face Aging with Generative Adversarial Network https://arxiv.org/pdf/2012.03459.pdf083 (2020-12-7) Efficient Heuristic Generation for Robot Path Planning with Recurrent Generative Model https://arxiv.org/pdf/2012.03449.pdf084 (2020-12-9) Contrastive Divergence Learning is a Time Reversal Adversarial Game https://arxiv.org/pdf/2012.03295.pdf085 (2020-12-6) DGGAN Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation https://arxiv.org/pdf/2012.03197.pdf086 (2020-12-5) Adaptive Weighted Discriminator for Training Generative Adversarial Networks https://arxiv.org/pdf/2012.03149.pdf087 (2020-12-3) CIT-GAN Cyclic Image Translation Generative Adversarial Network With Application in Iris Presentation Attack Detection https://arxiv.org/pdf/2012.02374.pdf088 (2020-12-3) Flow-based Deformation Guidance for Unpaired Multi-Contrast MRI Image-to-Image Translation https://arxiv.org/pdf/2012.01777.pdf089 (2020-12-1) pi-GAN Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis https://arxiv.org/pdf/2012.00926.pdf090 (2020-12-2) A Framework and Dataset for Abstract Art Generation via CalligraphyGAN https://arxiv.org/pdf/2012.00744.pdf091 (2020-12-1) GLEAN Generative Latent Bank for Large-Factor Image Super-Resolution https://arxiv.org/pdf/2012.00739.pdf092 (2020-12-1) Convergence and Sample Complexity of SGD in GANs https://arxiv.org/pdf/2012.00732.pdf093 (2020-12-1) CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection https://arxiv.org/pdf/2012.00287.pdf094 (2020-11-30) Image Quality Assessment for Perceptual Image Restoration A New Dataset Benchmark and Metric https://arxiv.org/pdf/2011.15002.pdf095 (2020-11-30) S2FGAN Semantically Aware Interactive Sketch-to-Face Translation https://arxiv.org/pdf/2011.14785.pdf096 (2020-11-28) Multi-task GANs for Semantic Segmentation and Depth Completion with Cycle Consistency https://arxiv.org/pdf/2011.14272.pdf097 (2021-01-5) Generalization and Memorization The Bias Potential Model https://arxiv.org/pdf/2011.14269.pdf098 (2020-11-28) Hijack-GAN Unintended-Use of Pretrained Black-Box GANs https://arxiv.org/pdf/2011.14107.pdf099 (2020-11-27) Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling https://arxiv.org/pdf/2011.13816.pdf100 (2020-12-1) Navigating the GAN Parameter Space for Semantic Image Editing https://arxiv.org/pdf/2011.13786.pdf
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