2021年2月70篇GAN/对抗论文汇总
001 (2021-03-2) A Spectral Enabled GAN for Time Series Data Generationhttps://arxiv.org/pdf/2103.01904.pdf
002 (2021-03-2) Deep learning-based synthetic CT generation from MR images comparison of generative adversarial and residual neural networks
https://arxiv.org/pdf/2103.01609.pdf
003 (2021-03-1) On the Fairness of Generative Adversarial Networks (GANs)
https://arxiv.org/pdf/2103.00950.pdf
004 (2021-02-28) Convolutional Normalization Improving Deep Convolutional Network Robustness and Training
https://arxiv.org/pdf/2103.00673.pdf
005 (2021-02-25) Deepfakes Generation and Detection State-of-the-art open challenges countermeasures and way forward
https://arxiv.org/pdf/2103.00484.pdf
006 (2021-02-28) Training Generative Adversarial Networks in One Stage
https://arxiv.org/pdf/2103.00430.pdf
007 (2021-02-28) Ultra-Data-Efficient GAN Training Drawing A Lottery Ticket First Then Training It Toughly
https://arxiv.org/pdf/2103.00397.pdf
008 (2021-02-26) Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification
https://arxiv.org/pdf/2102.13322.pdf
009 (2021-02-26) Continuous Face Aging Generative Adversarial Networks
https://arxiv.org/pdf/2102.13318.pdf
010 (2021-02-25) Local Stochastic Gradient Descent Ascent Convergence Analysis and Communication Efficiency
https://arxiv.org/pdf/2102.13152.pdf
011 (2021-02-24) AniGAN Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation
https://arxiv.org/pdf/2102.12593.pdf
012 (2021-02-24) Disentangling brain heterogeneity via semi-supervised deep-learning and MRI dimensional representations of Alzheimer's Disease
https://arxiv.org/pdf/2102.12582.pdf
013 (2021-02-24) Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach
https://arxiv.org/pdf/2102.12245.pdf
014 (2021-02-24) Interpreting the Latent Space of Generative Adversarial Networks using Supervised Learning
https://arxiv.org/pdf/2102.12139.pdf
015 (2021-02-24) Wrinkle force microscopy a new machine learning based approach to predict cell mechanics from images
https://arxiv.org/pdf/2102.12069.pdf
016 (2021-02-23) Self-Diagnosing GAN Diagnosing Underrepresented Samples in Generative Adversarial Networks
https://arxiv.org/pdf/2102.12033.pdf
017 (2021-02-23) EBMs Trained with Maximum Likelihood are Generator Models Trained with a Self-adverserial Loss
https://arxiv.org/pdf/2102.11757.pdf
018 (2021-02-22) FaceController Controllable Attribute Editing for Face in the Wild
https://arxiv.org/pdf/2102.11464.pdf
019 (2021-02-22) Investigating Deep Neural Structures and their Interpretability in the Domain of Voice Conversion
https://arxiv.org/pdf/2102.11420.pdf
020 (2021-02-22) Sandwich Batch Normalization
https://arxiv.org/pdf/2102.11382.pdf
021 (2021-02-22) Anyone GAN Sing
https://arxiv.org/pdf/2102.11058.pdf
022 (2021-02-22) Distributed Generative Adversarial Networks for mmWaveChannel Modeling in Wireless UAV Networks
https://arxiv.org/pdf/2102.10836.pdf
023 (2021-02-22) Residual-Aided End-to-End Learning of Communication System without Known Channel
https://arxiv.org/pdf/2102.10786.pdf
024 (2021-02-20) On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning
https://arxiv.org/pdf/2102.10454.pdf
025 (2021-02-19) A GAN-Based Input-Size Flexibility Model for Single Image Dehazing
https://arxiv.org/pdf/2102.09796.pdf
026 (2021-02-18) One Shot Audio to Animated Video Generation
https://arxiv.org/pdf/2102.09737.pdf
027 (2021-02-18) MSR-GAN Multi-Segment Reconstruction via Adversarial Learning
https://arxiv.org/pdf/2102.09494.pdf
028 (2021-02-18) Don't Fix What ain't Broke Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization
https://arxiv.org/pdf/2102.09468.pdf
029 (2021-03-1) Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks
https://arxiv.org/pdf/2102.09386.pdf
030 (2021-02-18) DINO A Conditional Energy-Based GAN for Domain Translation
https://arxiv.org/pdf/2102.09281.pdf
031 (2021-02-18) Composable Generative Models
https://arxiv.org/pdf/2102.09249.pdf
032 (2021-02-10) Signal Propagation in a Gradient-Based and Evolutionary Learning System
https://arxiv.org/pdf/2102.08929.pdf
033 (2021-02-17) Evolving GAN Formulations for Higher Quality Image Synthesis
https://arxiv.org/pdf/2102.08578.pdf
034 (2021-02-17) DO-GAN A Double Oracle Framework for Generative Adversarial Networks
https://arxiv.org/pdf/2102.08577.pdf
035 (2021-02-16) CTAB-GAN Effective Table Data Synthesizing
https://arxiv.org/pdf/2102.08369.pdf
036 (2021-02-15) MITNet GAN Enhanced Magnetic Induction Tomography Based on Complex CNN
https://arxiv.org/pdf/2102.07911.pdf
037 (2021-02-10) Generating 3D structures from a 2D slice with GAN-based dimensionality expansion
https://arxiv.org/pdf/2102.07708.pdf
038 (2021-02-15) WGAN with an Infinitely Wide Generator Has No Spurious Stationary Points
https://arxiv.org/pdf/2102.07541.pdf
039 (2021-02-14) OntoZSL Ontology-enhanced Zero-shot Learning
https://arxiv.org/pdf/2102.07339.pdf
040 (2021-02-16) CAP-GAN Towards Adversarial Robustness with Cycle-consistent Attentional Purification
https://arxiv.org/pdf/2102.07304.pdf
041 (2021-02-14) Multi-class Classification Based Anomaly Detection of Insider Activities
https://arxiv.org/pdf/2102.07277.pdf
042 (2021-02-16) TransGAN Two Transformers Can Make One Strong GAN
https://arxiv.org/pdf/2102.07074.pdf
043 (2021-02-22) Multi-class Generative Adversarial Nets for Semi-supervised Image Classification
https://arxiv.org/pdf/2102.06944.pdf
044 (2021-02-13) Learning from Natural Noise to Denoise Micro-Doppler Spectrogram
https://arxiv.org/pdf/2102.06887.pdf
045 (2021-02-12) Learning Speech-driven 3D Conversational Gestures from Video
https://arxiv.org/pdf/2102.06837.pdf
046 (2021-02-12) Efficient Conditional GAN Transfer with Knowledge Propagation across Classes
https://arxiv.org/pdf/2102.06696.pdf
047 (2021-02-12) Uncertainty-Aware Semi-supervised Method using Large Unlabelled and Limited Labeled COVID-19 Data
https://arxiv.org/pdf/2102.06388.pdf
048 (2021-02-15) Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization
https://arxiv.org/pdf/2102.06315.pdf
049 (2021-02-11) Adversarial Segmentation Loss for Sketch Colorization
https://arxiv.org/pdf/2102.06192.pdf
050 (2021-02-11) SWAGAN A Style-based Wavelet-driven Generative Model
https://arxiv.org/pdf/2102.06108.pdf
051 (2021-02-8) Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator (DIAMOND) for Medical Image Recovery
https://arxiv.org/pdf/2102.06102.pdf
052 (2021-02-10) Hyperbolic Generative Adversarial Network
https://arxiv.org/pdf/2102.05567.pdf
053 (2021-02-10) Conditional Versus Adversarial Euler-based Generators For Time Series
https://arxiv.org/pdf/2102.05313.pdf
054 (2021-02-9) Using Deep LSD to build operators in GANs latent space with meaning in real space
https://arxiv.org/pdf/2102.05132.pdf
055 (2021-02-9) Learning Unsupervised Cross-domain Image-to-Image Translation Using a Shared Discriminator
https://arxiv.org/pdf/2102.04699.pdf
056 (2021-02-9) Training Federated GANs with Theoretical Guarantees A Universal Aggregation Approach
https://arxiv.org/pdf/2102.04655.pdf
057 (2021-02-8) UVTomo-GAN An adversarial learning based approach for unknown view X-ray tomographic reconstruction
https://arxiv.org/pdf/2102.04590.pdf
058 (2021-02-8) Common Spatial Generative Adversarial Networks based EEG Data Augmentation for Cross-Subject Brain-Computer Interface
https://arxiv.org/pdf/2102.04456.pdf
059 (2021-02-8) Functional Space Analysis of Local GAN Convergence
https://arxiv.org/pdf/2102.04448.pdf
060 (2021-02-28) Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack
https://arxiv.org/pdf/2102.04362.pdf
061 (2021-02-8) HumanACGAN conditional generative adversarial network with human-based auxiliary classifier and its evaluation in phoneme perception
https://arxiv.org/pdf/2102.04051.pdf
062 (2021-02-7) Solid Texture Synthesis using Generative Adversarial Networks
https://arxiv.org/pdf/2102.03973.pdf
063 (2021-02-7) Black-Box Optimization via Generative Adversarial Nets
https://arxiv.org/pdf/2102.03888.pdf
064 (2021-02-6) HGAN Hybrid Generative Adversarial Network
https://arxiv.org/pdf/2102.03710.pdf
065 (2021-02-5) Real-World Super-Resolution of Face-Images from Surveillance Cameras
https://arxiv.org/pdf/2102.03113.pdf
066 (2021-02-3) Digital twins based on bidirectional LSTM and GAN for modelling COVID-19
https://arxiv.org/pdf/2102.02664.pdf
067 (2021-02-4) VSEGAN Visual Speech Enhancement Generative Adversarial Network
https://arxiv.org/pdf/2102.02599.pdf
068 (2021-02-3) Robust pedestrian detection in thermal imagery using synthesized images
https://arxiv.org/pdf/2102.02005.pdf
069 (2021-02-5) High-throughput discovery of novel cubic crystal materials using deep generative neural networks
https://arxiv.org/pdf/2102.01880.pdf
070 (2021-02-2) UPHDR-GAN Generative Adversarial Network for High Dynamic Range Imaging with Unpaired Data
https://arxiv.org/pdf/2102.01850.pdf
071 (2021-02-2) Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks
https://arxiv.org/pdf/2102.01751.pdf
072 (2021-02-1) A Stochastic Time Series Model for Predicting Financial Trends using NLP
https://arxiv.org/pdf/2102.01290.pdf
073 (2021-02-3) Enjoy Your Editing Controllable GANs for Image Editing via Latent Space Navigation
https://arxiv.org/pdf/2102.01187.pdf
074 (2021-02-1) System-reliability based multi-ensemble of GAN and one-class joint Gaussian distributions for unsupervised real-time structural health monitoring
https://arxiv.org/pdf/2102.01158.pdf
075 (2021-02-1) toon2real Translating Cartoon Images to Realistic Images
https://arxiv.org/pdf/2102.01143.pdf
076 (2021-02-1) Robust Adversarial Attacks Against DNN-Based Wireless Communication Systems
https://arxiv.org/pdf/2102.00918.pdf
文档来源：51CTO技术博客https://blog.51cto.com/u_15298598/3054629
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