最新！2022年3月85篇GAN/对抗论文汇总

001  (2022-03-31) A Temporal Learning Approach to Inpainting Endoscopic Specularities and Its effect on Image Correspondence

     https://arxiv.org/pdf/2203.17013.pdf

002  (2022-03-30) CoordGAN  Self-Supervised Dense Correspondences Emerge from GANs

     https://arxiv.org/pdf/2203.16521.pdf

003  (2022-03-30) Generative Adversarial Networks for the fast simulation of the Time Projection Chamber responses at the MPD detector

     https://arxiv.org/pdf/2203.16355.pdf

004  (2022-03-30) STRPM  A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction

     https://arxiv.org/pdf/2203.16084.pdf

005  (2022-03-29) Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage

     https://arxiv.org/pdf/2203.15696.pdf

006  (2022-03-30) TransductGAN  a Transductive Adversarial Model for Novelty Detection

     https://arxiv.org/pdf/2203.15406.pdf

007  (2022-03-29) Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis

     https://arxiv.org/pdf/2203.15347.pdf

008  (2022-03-29) Noise-robust Speech Recognition with 10 Minutes Unparalleled In-domain Data

     https://arxiv.org/pdf/2203.15321.pdf

009  (2022-03-29) Comparing the effects of Boltzmann machines as associative memory in Generative Adversarial Networks between classical and quantum sampling

     https://arxiv.org/pdf/2203.15220.pdf

010  (2022-03-28) CMGAN  Conformer-based Metric GAN for Speech Enhancement

     https://arxiv.org/pdf/2203.15149.pdf

011  (2022-03-28) TL-GAN  Improving Traffic Light Recognition via Data Synthesis for Autonomous Driving

     https://arxiv.org/pdf/2203.15006.pdf

012  (2022-03-28) Conjugate Gradient Method for Generative Adversarial Networks

     https://arxiv.org/pdf/2203.14495.pdf

013  (2022-03-25) Fusing Global and Local Features for Generalized AI-Synthesized Image Detection

     https://arxiv.org/pdf/2203.13964.pdf

014  (2022-03-25) Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images  Investigation Using AMD Image Datasets

     https://arxiv.org/pdf/2203.13856.pdf

015  (2022-03-25) From MIM-Based GAN to Anomaly Detection Event Probability Influence on Generative Adversarial Networks

     https://arxiv.org/pdf/2203.13464.pdf

016  (2022-03-25) 3D GAN Inversion for Controllable Portrait Image Animation

     https://arxiv.org/pdf/2203.13441.pdf

017  (2022-03-23) Towards a Deep Learning Model for Hadronization

     https://arxiv.org/pdf/2203.12660.pdf

018  (2022-03-22) Generating natural images with direct Patch Distributions Matching

     https://arxiv.org/pdf/2203.11862.pdf

019  (2022-03-22) Cross-View Panorama Image Synthesis

     https://arxiv.org/pdf/2203.11832.pdf

020  (2022-03-22) QS-Craft  Learning to Quantize Scrabble and Craft for Conditional Human Motion Animation

     https://arxiv.org/pdf/2203.11632.pdf

021  (2022-03-21) Dazzle  Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue

     https://arxiv.org/pdf/2203.11410.pdf

022  (2022-03-21) Generative Adversarial Network for Future Hand Segmentation from Egocentric Video

     https://arxiv.org/pdf/2203.11305.pdf

023  (2022-03-21) A survey on GANs for computer vision  Recent research analysis and taxonomy

     https://arxiv.org/pdf/2203.11242.pdf

024  (2022-03-21) Interpreting Class Conditional GANs with Channel Awareness

     https://arxiv.org/pdf/2203.11173.pdf

025  (2022-03-21) Review of Disentanglement Approaches for Medical Applications -- Towards Solving the Gordian Knot of Generative Models in Healthcare

     https://arxiv.org/pdf/2203.11132.pdf

026  (2022-03-21) FGAN  Federated Generative Adversarial Networks for Anomaly Detection in Network Traffic

     https://arxiv.org/pdf/2203.11106.pdf

027  (2022-03-21) High-fidelity GAN Inversion with Padding Space

     https://arxiv.org/pdf/2203.11105.pdf

028  (2022-03-21) Optimality conditions for nonsmooth nonconvex-nonconcave min-max problems and generative adversarial networks

     https://arxiv.org/pdf/2203.10914.pdf

029  (2022-03-20) RareGAN  Generating Samples for Rare Classes

     https://arxiv.org/pdf/2203.10674.pdf

030  (2022-03-20) Adversarial Mutual Leakage Network for Cell Image Segmentation

     https://arxiv.org/pdf/2203.10455.pdf

031  (2022-03-19) A naive method to discover directions in the StyleGAN2 latent space

     https://arxiv.org/pdf/2203.10373.pdf

032  (2022-03-17) Federated Learning for Privacy Preservation in Smart Healthcare Systems  A Comprehensive Survey

     https://arxiv.org/pdf/2203.09702.pdf

033  (2022-03-17) Generating unrepresented proportions of geological facies using Generative Adversarial Networks

     https://arxiv.org/pdf/2203.09639.pdf

034  (2022-03-17) Image Super-Resolution With Deep Variational Autoencoders

     https://arxiv.org/pdf/2203.09445.pdf

035  (2022-03-17) Details or Artifacts  A Locally Discriminative Learning Approach to Realistic Image Super-Resolution

     https://arxiv.org/pdf/2203.09195.pdf

036  (2022-03-16) PPCD-GAN  Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs Compression

     https://arxiv.org/pdf/2203.08456.pdf

037  (2022-03-16) Attribute Group Editing for Reliable Few-shot Image Generation

     https://arxiv.org/pdf/2203.08422.pdf

038  (2022-03-15) Driving Anomaly Detection Using Conditional Generative Adversarial Network

     https://arxiv.org/pdf/2203.08289.pdf

039  (2022-03-15) Shallow Transits -- Deep Learning II  Identify Individual Exoplanetary Transits in Red Noise using Deep Learning

     https://arxiv.org/pdf/2203.08017.pdf

040  (2022-03-14) Magnetic Field Prediction Using Generative Adversarial Networks

     https://arxiv.org/pdf/2203.07897.pdf

041  (2022-03-15) Training Generative Adversarial Networks for Optical Property Mapping using Synthetic Image Data

     https://arxiv.org/pdf/2203.07793.pdf

042  (2022-03-15) Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning

     https://arxiv.org/pdf/2203.07677.pdf

043  (2022-03-14) GCFSR  a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors

     https://arxiv.org/pdf/2203.07319.pdf

044  (2022-03-14) On the Nash equilibrium of moment-matching GANs for stationary Gaussian processes

     https://arxiv.org/pdf/2203.07136.pdf

045  (2022-03-14) A review of Generative Adversarial Networks for Electronic Health Records  applications evaluation measures and data sources

     https://arxiv.org/pdf/2203.07018.pdf

046  (2022-03-14) Efficient universal shuffle attack for visual object tracking

     https://arxiv.org/pdf/2203.06898.pdf

047  (2022-03-13) Generating Practical Adversarial Network Traffic Flows Using NIDSGAN

     https://arxiv.org/pdf/2203.06694.pdf

048  (2022-03-21) Simulating Transient Noise Bursts in LIGO with Generative Adversarial Networks

     https://arxiv.org/pdf/2203.06494.pdf

049  (2022-03-12) GATSBI  Generative Adversarial Training for Simulation-Based Inference

     https://arxiv.org/pdf/2203.06481.pdf

050  (2022-03-12) The Health Gym  Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms

     https://arxiv.org/pdf/2203.06369.pdf

051  (2022-03-11) Wavelet Knowledge Distillation  Towards Efficient Image-to-Image Translation

     https://arxiv.org/pdf/2203.06321.pdf

052  (2022-03-11) Medical Image Segmentation on MRI Images with Missing Modalities  A Review

     https://arxiv.org/pdf/2203.06217.pdf

053  (2022-03-11) Semi-supervised classification of medical ultrasound images based on generative adversarial network

     https://arxiv.org/pdf/2203.06184.pdf

054  (2022-03-11) FedSyn  Synthetic Data Generation using Federated Learning

     https://arxiv.org/pdf/2203.05931.pdf

055  (2022-03-11) Reprogramming FairGANs with Variational Auto-Encoders  A New Transfer Learning Model

     https://arxiv.org/pdf/2203.05811.pdf

056  (2022-03-8) Sharing Generative Models Instead of Private Data  A Simulation Study on Mammography Patch Classification

     https://arxiv.org/pdf/2203.04961.pdf

057  (2022-03-9) Predictive data-driven model based on generative adversarial network for premixed turbulence-combustion regimes

     https://arxiv.org/pdf/2203.04779.pdf

058  (2022-03-7) Score-Based Generative Models for Molecule Generation

     https://arxiv.org/pdf/2203.04698.pdf

059  (2022-03-9) FragmGAN  Generative Adversarial Nets for Fragmentary Data Imputation and Prediction

     https://arxiv.org/pdf/2203.04692.pdf

060  (2022-03-8) Machine Learning in NextG Networks via Generative Adversarial Networks

     https://arxiv.org/pdf/2203.04453.pdf

061  (2022-03-8) Regularized Training of Intermediate Layers for Generative Models for Inverse Problems

     https://arxiv.org/pdf/2203.04382.pdf

062  (2022-03-31) Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment

     https://arxiv.org/pdf/2203.04121.pdf

063  (2022-03-7) DATGAN  Integrating expert knowledge into deep learning for synthetic tabular data

     https://arxiv.org/pdf/2203.03489.pdf

064  (2022-03-28) Protecting Facial Privacy  Generating Adversarial Identity Masks via Style-robust Makeup Transfer

     https://arxiv.org/pdf/2203.03121.pdf

065  (2022-03-6) Semantic-Aware Latent Space Exploration for Face Image Restoration

     https://arxiv.org/pdf/2203.03005.pdf

066  (2022-03-6) Detection of Parasitic Eggs from Microscopy Images and the emergence of a new dataset

     https://arxiv.org/pdf/2203.02940.pdf

067  (2022-03-5) Hybrid Deep Learning Model using SPCAGAN Augmentation for Insider Threat Analysis

     https://arxiv.org/pdf/2203.02855.pdf

068  (2022-03-5) Don't Be So Dense  Sparse-to-Sparse GAN Training Without Sacrificing Performance

     https://arxiv.org/pdf/2203.02770.pdf

069  (2022-03-5) Language vs Speaker Change  A Comparative Study

     https://arxiv.org/pdf/2203.02680.pdf

070  (2022-03-4) Virtual Histological Staining of Label-Free Total Absorption Photoacoustic Remote Sensing (TA-PARS)

     https://arxiv.org/pdf/2203.02584.pdf

071  (2022-03-21) UVCGAN  UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation

     https://arxiv.org/pdf/2203.02557.pdf

072  (2022-03-3) Detecting High-Quality GAN-Generated Face Images using Neural Networks

     https://arxiv.org/pdf/2203.01716.pdf

073  (2022-03-3) Tail-GAN  Nonparametric Scenario Generation for Tail Risk Estimation

     https://arxiv.org/pdf/2203.01664.pdf

074  (2022-03-3) On generating parametrised structural data using conditional generative adversarial networks

     https://arxiv.org/pdf/2203.01641.pdf

075  (2022-03-3) Curvature Graph Generative Adversarial Networks

     https://arxiv.org/pdf/2203.01604.pdf

076  (2022-03-2) Generating gravitational waveform libraries of exotic compact binaries with deep learning

     https://arxiv.org/pdf/2203.01267.pdf

077  (2022-03-2) On the application of generative adversarial networks for nonlinear modal analysis

     https://arxiv.org/pdf/2203.01229.pdf

078  (2022-03-2) The Optimal Noise in Noise-Contrastive Learning Is Not What You Think

     https://arxiv.org/pdf/2203.01110.pdf

079  (2022-03-21) A Multi-Scale Time-Frequency Spectrogram Discriminator for GAN-based Non-Autoregressive TTS

     https://arxiv.org/pdf/2203.01080.pdf

080  (2022-03-2) Discriminating Against Unrealistic Interpolations in Generative Adversarial Networks

     https://arxiv.org/pdf/2203.01035.pdf

081  (2022-03-2) CD-GAN  a robust fusion-based generative adversarial network for unsupervised change detection between heterogeneous images

     https://arxiv.org/pdf/2203.00948.pdf

082  (2022-03-2) PUFA-GAN  A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling

     https://arxiv.org/pdf/2203.00914.pdf

083  (2022-03-1) 3D Skeleton-based Human Motion Prediction with Manifold-Aware GAN

     https://arxiv.org/pdf/2203.00736.pdf

084  (2022-03-1) Generative Adversarial Networks

     https://arxiv.org/pdf/2203.00667.pdf

085  (2022-03-3) Towards Creativity Characterization of Generative Models via Group-based Subset Scanning

     https://arxiv.org/pdf/2203.00523.pdf

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