2021年2月70篇GAN/对抗论文汇总

Arce

　　001  (2021-03-2) A Spectral Enabled GAN for Time Series Data Generation
　　https://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