【GAN生成对抗网络】知识星球

超100篇!CVPR 2020最全GAN论文梳理!  

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2020年4月份70多篇GAN论文!

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2020年1月部分GAN论文清单 

001  (2021-07-6) DTGAN  Differential Private Training for Tabular GANs

     https://arxiv.org/pdf/2107.02521.pdf

002  (2021-07-4) Auxiliary-Classifier GAN for Malware Analysis

     https://arxiv.org/pdf/2107.01620.pdf

003  (2021-07-4) Certifiably Robust Interpretation via Renyi Differential Privacy

     https://arxiv.org/pdf/2107.01561.pdf

004  (2021-07-2) SPI-GAN  Towards Single-Pixel Imaging through Generative Adversarial Network

     https://arxiv.org/pdf/2107.01330.pdf

005  (2021-07-1) Passing a Non-verbal Turing Test  Evaluating Gesture Animations Generated from Speech

     https://arxiv.org/pdf/2107.00712.pdf

006  (2021-07-1) Reparameterized Sampling for Generative Adversarial Networks

     https://arxiv.org/pdf/2107.00352.pdf

007  (2021-06-30) One-class Steel Detector Using Patch GAN Discriminator for Visualising Anomalous Feature Map

     https://arxiv.org/pdf/2107.00143.pdf

008  (2021-06-30) A Survey on Adversarial Image Synthesis

     https://arxiv.org/pdf/2106.16056.pdf

009  (2021-06-30) ResViT  Residual vision transformers for multi-modal medical image synthesis

     https://arxiv.org/pdf/2106.16031.pdf

010  (2021-06-30) Mutual-GAN  Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint

     https://arxiv.org/pdf/2106.16000.pdf

011  (2021-06-29) A Mixed-Supervision Multilevel GAN Framework for Image Quality Enhancement

     https://arxiv.org/pdf/2106.15575.pdf

012  (2021-07-2) Uncertainty-Guided Progressive GANs for Medical Image Translation

     https://arxiv.org/pdf/2106.15542.pdf

013  (2021-06-29) Spiking-GAN  A Spiking Generative Adversarial Network Using Time-To-First-Spike Coding

     https://arxiv.org/pdf/2106.15420.pdf

014  (2021-06-28) Are conditional GANs explicitly conditional 

     https://arxiv.org/pdf/2106.15011.pdf

015  (2021-06-24) GAN-MDF  A Method for Multi-fidelity Data Fusion in Digital Twins

     https://arxiv.org/pdf/2106.14655.pdf

016  (2021-07-2) Non-Exhaustive Learning Using Gaussian Mixture Generative Adversarial Networks

     https://arxiv.org/pdf/2106.14344.pdf

017  (2021-06-27) Learning stochastic object models from medical imaging measurements by use of advanced AmbientGANs

     https://arxiv.org/pdf/2106.14324.pdf

018  (2021-06-27) AI based Presentation Creator With Customized Audio Content Delivery

     https://arxiv.org/pdf/2106.14213.pdf

019  (2021-06-25) Fostering Diversity in Spatial Evolutionary Generative Adversarial Networks

     https://arxiv.org/pdf/2106.13590.pdf

020  (2021-06-25) Basis-MelGAN  Efficient Neural Vocoder Based on Audio Decomposition

     https://arxiv.org/pdf/2106.13419.pdf

021  (2021-06-24) Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks

     https://arxiv.org/pdf/2106.13041.pdf

022  (2021-06-19) A Stealthy and Robust Fingerprinting Scheme for Generative Models

     https://arxiv.org/pdf/2106.11760.pdf

023  (2021-06-22) Particle Cloud Generation with Message Passing Generative Adversarial Networks

     https://arxiv.org/pdf/2106.11535.pdf

024  (2021-06-21) FDeblur-GAN  Fingerprint Deblurring using Generative Adversarial Network

     https://arxiv.org/pdf/2106.11354.pdf

025  (2021-06-18) World-GAN  a Generative Model for Minecraft Worlds

     https://arxiv.org/pdf/2106.10155.pdf

026  (2021-06-18) Novelty Detection via Contrastive Learning with Negative Data Augmentation

     https://arxiv.org/pdf/2106.09958.pdf

027  (2021-06-18) Evolving GANs  When Contradictions Turn into Compliance

     https://arxiv.org/pdf/2106.09946.pdf

028  (2021-06-18) A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention

     https://arxiv.org/pdf/2106.09914.pdf

029  (2021-06-17) Deep HDR Hallucination for Inverse Tone Mapping

     https://arxiv.org/pdf/2106.09486.pdf

030  (2021-06-17) Class Balancing GAN with a Classifier in the Loop

     https://arxiv.org/pdf/2106.09402.pdf

031  (2021-07-1) A Simple Generative Network

     https://arxiv.org/pdf/2106.09330.pdf

032  (2021-06-16) A Flow-Based Neural Network for Time Domain Speech Enhancement

     https://arxiv.org/pdf/2106.09008.pdf

033  (2021-06-26) Enriching Source Style Transfer in Recognition-Synthesis based Non-Parallel Voice Conversion

     https://arxiv.org/pdf/2106.08741.pdf

034  (2021-06-16) Disentangling Semantic-to-visual Confusion for Zero-shot Learning

     https://arxiv.org/pdf/2106.08605.pdf

035  (2021-06-16) Self-supervised GANs with Label Augmentation

     https://arxiv.org/pdf/2106.08601.pdf

036  (2021-06-16) Compound Frechet Inception Distance for Quality Assessment of GAN Created Images

     https://arxiv.org/pdf/2106.08575.pdf

037  (2021-06-16) Unsupervised-learning-based method for chest MRI-CT transformation using structure constrained unsupervised generative attention networks

     https://arxiv.org/pdf/2106.08557.pdf

038  (2021-06-15) Dynamically Grown Generative Adversarial Networks

     https://arxiv.org/pdf/2106.08505.pdf

039  (2021-06-15) Decentralized Local Stochastic Extra-Gradient for Variational Inequalities

     https://arxiv.org/pdf/2106.08315.pdf

040  (2021-06-15) Perceptually-inspired super-resolution of compressed videos

     https://arxiv.org/pdf/2106.08147.pdf

041  (2021-06-15) Detect and remove watermark in deep neural networks via generative adversarial networks

     https://arxiv.org/pdf/2106.08104.pdf

042  (2021-06-14) Improved Transformer for High-Resolution GANs

     https://arxiv.org/pdf/2106.07631.pdf

043  (2021-06-14) More Real than Real  A Study on Human Visual Perception of Synthetic Faces

     https://arxiv.org/pdf/2106.07226.pdf

044  (2021-07-4) Styleformer  Transformer based Generative Adversarial Networks with Style Vector

     https://arxiv.org/pdf/2106.07023.pdf

045  (2021-06-13) Generation of the NIR spectral Band for Satellite Images with Convolutional Neural Networks

     https://arxiv.org/pdf/2106.07020.pdf

046  (2021-06-15) Game of GANs  Game Theoretical Models for Generative Adversarial Networks

     https://arxiv.org/pdf/2106.06976.pdf

047  (2021-06-13) Do Not Escape From the Manifold  Discovering the Local Coordinates on the Latent Space of GANs

     https://arxiv.org/pdf/2106.06959.pdf

048  (2021-06-13) Multi-modal Scene-compliant User Intention Estimation for Navigation

     https://arxiv.org/pdf/2106.06920.pdf

049  (2021-06-12) A One-Shot Texture-Perceiving Generative Adversarial Network for Unsupervised Surface Inspection

     https://arxiv.org/pdf/2106.06792.pdf

050  (2021-07-6) Generative Adversarial Networks in finance  an overview

     https://arxiv.org/pdf/2106.06364.pdf

051  (2021-06-11) ViT-Inception-GAN for Image Colourising

     https://arxiv.org/pdf/2106.06321.pdf

052  (2021-06-28) A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max Optimization Problems

     https://arxiv.org/pdf/2106.06075.pdf

053  (2021-06-10) A self-adapting super-resolution structures framework for automatic design of GAN

     https://arxiv.org/pdf/2106.06011.pdf

054  (2021-06-7) Learning Functional Priors and Posteriors from Data and Physics

     https://arxiv.org/pdf/2106.05863.pdf

055  (2021-06-10) Quantized Conditional COT-GAN for Video Prediction

     https://arxiv.org/pdf/2106.05658.pdf

056  (2021-06-10) A Neural Tangent Kernel Perspective of GANs

     https://arxiv.org/pdf/2106.05566.pdf

057  (2021-06-10) Super-Resolution Image Reconstruction Based on Self-Calibrated Convolutional GAN

     https://arxiv.org/pdf/2106.05545.pdf

058  (2021-06-11) Adversarial Option-Aware Hierarchical Imitation Learning

     https://arxiv.org/pdf/2106.05530.pdf

059  (2021-06-9) Match What Matters  Generative Implicit Feature Replay for Continual Learning

     https://arxiv.org/pdf/2106.05350.pdf

060  (2021-06-9) Stein Latent Optimization for GANs

     https://arxiv.org/pdf/2106.05319.pdf

061  (2021-06-9) A multi-stage GAN for multi-organ chest X-ray image generation and segmentation

     https://arxiv.org/pdf/2106.05132.pdf

062  (2021-06-8) Data-Efficient Instance Generation from Instance Discrimination

     https://arxiv.org/pdf/2106.04566.pdf

063  (2021-06-8) Low-Rank Subspaces in GANs

     https://arxiv.org/pdf/2106.04488.pdf

064  (2021-06-16) A Synchronized Reprojection-based Model for 3D Human Pose Estimation

     https://arxiv.org/pdf/2106.04274.pdf

065  (2021-06-8) On the use of automatically generated synthetic image datasets for benchmarking face recognition

     https://arxiv.org/pdf/2106.04215.pdf

066  (2021-06-8) Seismic Inverse Modeling Method based on Generative Adversarial Network

     https://arxiv.org/pdf/2106.04197.pdf

067  (2021-06-8) EnMcGAN  Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation

     https://arxiv.org/pdf/2106.04130.pdf

068  (2021-06-7) Intrinsic Dimension Estimation

     https://arxiv.org/pdf/2106.04018.pdf

069  (2021-06-7) Cosmic Voids in Generated N-body Simulations

     https://arxiv.org/pdf/2106.04014.pdf

070  (2021-06-7) Double Descent and Other Interpolation Phenomena in GANs

     https://arxiv.org/pdf/2106.04003.pdf

071  (2021-06-7) High Resolution Solar Image Generation using Generative Adversarial Networks

     https://arxiv.org/pdf/2106.03814.pdf

072  (2021-06-7) Generative Adversarial Networks  A Survey Towards Private and Secure Applications

     https://arxiv.org/pdf/2106.03785.pdf

073  (2021-06-1) Synthesis of standard 12-lead electrocardiograms using two dimensional generative adversarial network

     https://arxiv.org/pdf/2106.03701.pdf

074  (2021-06-7) PcDGAN  A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design

     https://arxiv.org/pdf/2106.03620.pdf

075  (2021-06-7) Data Augmentation Methods for End-to-end Speech Recognition on Distant-Talk Scenarios

     https://arxiv.org/pdf/2106.03419.pdf

076  (2021-06-14) Alpha Matte Generation from Single Input for Portrait Matting

     https://arxiv.org/pdf/2106.03210.pdf

077  (2021-06-6) Using GANs to Augment Data for Cloud Image Segmentation Task

     https://arxiv.org/pdf/2106.03064.pdf

078  (2021-06-4) On Perceptual Lossy Compression  The Cost of Perceptual Reconstruction and An Optimal Training Framework

     https://arxiv.org/pdf/2106.02782.pdf

079  (2021-06-4) Forward Super-Resolution  How Can GANs Learn Hierarchical Generative Models for Real-World Distributions

     https://arxiv.org/pdf/2106.02619.pdf

080  (2021-06-4) SOUP-GAN  Super-Resolution MRI Using Generative Adversarial Networks

     https://arxiv.org/pdf/2106.02599.pdf

081  (2021-06-4) The Image Local Autoregressive Transformer

     https://arxiv.org/pdf/2106.02514.pdf

082  (2021-06-4) F-Drop&Match  GANs with a Dead Zone in the High-Frequency Domain

     https://arxiv.org/pdf/2106.02343.pdf

083  (2021-06-4) Temporally coherent video anonymization through GAN inpainting

     https://arxiv.org/pdf/2106.02328.pdf

084  (2021-06-14) Fre-GAN  Adversarial Frequency-consistent Audio Synthesis

     https://arxiv.org/pdf/2106.02297.pdf

085  (2021-06-3) CNNs and GANs in MRI-based cross-modality medical image estimation

     https://arxiv.org/pdf/2106.02198.pdf

086  (2021-06-3) Pathology-Aware Generative Adversarial Networks for Medical Image Augmentation

     https://arxiv.org/pdf/2106.01915.pdf

087  (2021-06-3) Semantic Palette  Guiding Scene Generation with Class Proportions

     https://arxiv.org/pdf/2106.01629.pdf

088  (2021-06-3) Imperceptible Adversarial Examples for Fake Image Detection

     https://arxiv.org/pdf/2106.01615.pdf

089  (2021-06-2) Minimax Optimization with Smooth Algorithmic Adversaries

     https://arxiv.org/pdf/2106.01488.pdf

090  (2021-06-2) Sound-to-Imagination  Unsupervised Crossmodal Translation Using Deep Dense Network Architecture

     https://arxiv.org/pdf/2106.01266.pdf

091  (2021-06-19) Towards Robustness of Text-to-SQL Models against Synonym Substitution

     https://arxiv.org/pdf/2106.01065.pdf

092  (2021-06-1) IID-GAN  an IID Sampling Perspective for Regularizing Mode Collapse

     https://arxiv.org/pdf/2106.00563.pdf

093  (2021-06-1) Adversarial VQA  A New Benchmark for Evaluating the Robustness of VQA Models

     https://arxiv.org/pdf/2106.00245.pdf

094  (2021-05-31) GANs Can Play Lottery Tickets Too

     https://arxiv.org/pdf/2106.00134.pdf

095  (2021-05-31) StarGAN-ZSVC  Towards Zero-Shot Voice Conversion in Low-Resource Contexts

     https://arxiv.org/pdf/2106.00043.pdf

096  (2021-05-31) The use of Generative Adversarial Networks to characterise new physics in multi-lepton final states at the LHC

     https://arxiv.org/pdf/2105.14933.pdf

097  (2021-05-30) Image-to-Video Generation via 3D Facial Dynamics

     https://arxiv.org/pdf/2105.14678.pdf

098  (2021-05-29) Representation Learning in Continuous-Time Score-Based Generative Models

     https://arxiv.org/pdf/2105.14257.pdf

099  (2021-05-28) PTNet  A High-Resolution Infant MRI Synthesizer Based on Transformer

     https://arxiv.org/pdf/2105.13993.pdf

100  (2021-07-1) Discretization Drift in Two-Player Games

     https://arxiv.org/pdf/2105.13922.pdf

 

2021年6月100篇GAN/对抗论文汇总_https