2021年2月70篇GAN/对抗论文汇总（GAN 论文）

2021年2月70篇GAN/对抗论文汇总（GAN 论文）

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

(2021-03-2) Deep learning-based synthetic CT generation from MR images  comparison of generative adversarial and residual neural networks

(2021-03-1) On the Fairness of Generative Adversarial Networks (GANs)

(2021-02-28) Convolutional Normalization  Improving Deep Convolutional Network Robustness and Training

(2021-02-25) Deepfakes Generation and Detection  State-of-the-art open challenges countermeasures and way forward

(2021-02-28) Training Generative Adversarial Networks in One Stage

(2021-02-28) Ultra-Data-Efficient GAN Training  Drawing A Lottery Ticket First Then Training It Toughly

(2021-02-26) Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification

(2021-02-26) Continuous Face Aging Generative Adversarial Networks

(2021-02-25) Local Stochastic Gradient Descent Ascent  Convergence Analysis and Communication Efficiency

(2021-02-24) AniGAN  Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation

(2021-02-24) Disentangling brain heterogeneity via semi-supervised deep-learning and MRI  dimensional representations of Alzheimer's Disease

(2021-02-24) Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach

(2021-02-24) Interpreting the Latent Space of Generative Adversarial Networks using Supervised Learning

(2021-02-24) Wrinkle force microscopy  a new machine learning based approach to predict cell mechanics from images

(2021-02-23) Self-Diagnosing GAN  Diagnosing Underrepresented Samples in Generative Adversarial Networks

(2021-02-23) EBMs Trained with Maximum Likelihood are Generator Models Trained with a Self-adverserial Loss

(2021-02-22) FaceController  Controllable Attribute Editing for Face in the Wild

(2021-02-22) Investigating Deep Neural Structures and their Interpretability in the Domain of Voice Conversion

(2021-02-22) Sandwich Batch Normalization

(2021-02-22) Anyone GAN Sing

(2021-02-22) Distributed Generative Adversarial Networks for mmWaveChannel Modeling in Wireless UAV Networks

(2021-02-22) Residual-Aided End-to-End Learning of Communication System without Known Channel

(2021-02-20) On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning

(2021-02-19) A GAN-Based Input-Size Flexibility Model for Single Image Dehazing

(2021-02-18) One Shot Audio to Animated Video Generation

(2021-02-18) MSR-GAN  Multi-Segment Reconstruction via Adversarial Learning

(2021-02-18) Don't Fix What ain't Broke  Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization

(2021-03-1) Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks

(2021-02-18) DINO  A Conditional Energy-Based GAN for Domain Translation

(2021-02-18) Composable Generative Models

(2021-02-10) Signal Propagation in a Gradient-Based and Evolutionary Learning System

(2021-02-17) Evolving GAN Formulations for Higher Quality Image Synthesis

(2021-02-17) DO-GAN  A Double Oracle Framework for Generative Adversarial Networks

(2021-02-16) CTAB-GAN  Effective Table Data Synthesizing

(2021-02-15) MITNet  GAN Enhanced Magnetic Induction Tomography Based on Complex CNN

(2021-02-10) Generating 3D structures from a 2D slice with GAN-based dimensionality expansion

(2021-02-15) WGAN with an Infinitely Wide Generator Has No Spurious Stationary Points

(2021-02-14) OntoZSL  Ontology-enhanced Zero-shot Learning

(2021-02-16) CAP-GAN  Towards Adversarial Robustness with Cycle-consistent Attentional Purification

(2021-02-14) Multi-class Classification Based Anomaly Detection of Insider Activities

(2021-02-16) TransGAN  Two Transformers Can Make One Strong GAN

(2021-02-22) Multi-class Generative Adversarial Nets for Semi-supervised Image Classification

(2021-02-13) Learning from Natural Noise to Denoise Micro-Doppler Spectrogram

(2021-02-12) Learning Speech-driven 3D Conversational Gestures from Video

(2021-02-12) Efficient Conditional GAN Transfer with Knowledge Propagation across Classes

(2021-02-12) Uncertainty-Aware Semi-supervised Method using Large Unlabelled and Limited Labeled COVID-19 Data

(2021-02-15) Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization

(2021-02-11) Adversarial Segmentation Loss for Sketch Colorization

(2021-02-11) SWAGAN  A Style-based Wavelet-driven Generative Model

(2021-02-8) Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator (DIAMOND) for Medical Image Recovery

(2021-02-10) Hyperbolic Generative Adversarial Network

(2021-02-10) Conditional Versus Adversarial Euler-based Generators For Time Series

(2021-02-9) Using Deep LSD to build operators in GANs latent space with meaning in real space

(2021-02-9) Learning Unsupervised Cross-domain Image-to-Image Translation Using a Shared Discriminator

(2021-02-9) Training Federated GANs with Theoretical Guarantees  A Universal Aggregation Approach

(2021-02-8) UVTomo-GAN  An adversarial learning based approach for unknown view X-ray tomographic reconstruction

(2021-02-8) Common Spatial Generative Adversarial Networks based EEG Data Augmentation for Cross-Subject Brain-Computer Interface

(2021-02-8) Functional Space Analysis of Local GAN Convergence

(2021-02-28) Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack

(2021-02-8) HumanACGAN  conditional generative adversarial network with human-based auxiliary classifier and its evaluation in phoneme perception

(2021-02-7) Solid Texture Synthesis using Generative Adversarial Networks

(2021-02-7) Black-Box Optimization via Generative Adversarial Nets

(2021-02-6) HGAN  Hybrid Generative Adversarial Network

(2021-02-5) Real-World Super-Resolution of Face-Images from Surveillance Cameras

(2021-02-3) Digital twins based on bidirectional LSTM and GAN for modelling COVID-19

(2021-02-4) VSEGAN  Visual Speech Enhancement Generative Adversarial Network

(2021-02-3) Robust pedestrian detection in thermal imagery using synthesized images

(2021-02-5) High-throughput discovery of novel cubic crystal materials using deep generative neural networks

(2021-02-2) UPHDR-GAN  Generative Adversarial Network for High Dynamic Range Imaging with Unpaired Data

(2021-02-2) Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks

(2021-02-1) A Stochastic Time Series Model for Predicting Financial Trends using NLP

(2021-02-3) Enjoy Your Editing  Controllable GANs for Image Editing via Latent Space Navigation

(2021-02-1) System-reliability based multi-ensemble of GAN and one-class joint Gaussian distributions for unsupervised real-time structural health monitoring

(2021-02-1) toon2real  Translating Cartoon Images to Realistic Images

(2021-02-1) Robust Adversarial Attacks Against DNN-Based Wireless Communication Systems

https://arxiv.org/pdf/2102.00918.pdf

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