2021年3月87篇GAN/对抗论文汇总

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2020年1月部分GAN论文清单 

001  (2021-04-1) In&Out   Diverse Image Outpainting via GAN Inversion

     https://arxiv.org/pdf/2104.00675.pdf

002  (2021-04-1) Text to Image Generation with Semantic-Spatial Aware GAN

     https://arxiv.org/pdf/2104.00567.pdf

003  (2021-04-1) Linear Semantics in Generative Adversarial Networks

     https://arxiv.org/pdf/2104.00487.pdf

004  (2021-04-1) Improved Image Generation via Sparse Modeling

     https://arxiv.org/pdf/2104.00464.pdf

005  (2021-04-1) Exploiting Relationship for Complex-scene Image Generation

     https://arxiv.org/pdf/2104.00356.pdf

006  (2021-03-31) MR Slice Profile Estimation by Learning to Match Internal Patch Distributions

     https://arxiv.org/pdf/2104.00100.pdf

007  (2021-03-31) Generating Multi-scale Maps from Remote Sensing Images via Series Generative Adversarial Networks

     https://arxiv.org/pdf/2103.16909.pdf

008  (2021-03-31) Attention Map-guided Two-stage Anomaly Detection using Hard Augmentation

     https://arxiv.org/pdf/2103.16851.pdf

009  (2021-03-31) ReMix  Towards Image-to-Image Translation with Limited Data

     https://arxiv.org/pdf/2103.16835.pdf

010  (2021-03-31) Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation

     https://arxiv.org/pdf/2103.16795.pdf

011  (2021-03-30) Dual Contrastive Loss and Attention for GANs

     https://arxiv.org/pdf/2103.16748.pdf

012  (2021-03-30) Is Image-to-Image Translation the Panacea for Multimodal Image Registration  A Comparative Study

     https://arxiv.org/pdf/2103.16262.pdf

013  (2021-03-30) Time-domain Speech Enhancement with Generative Adversarial Learning

     https://arxiv.org/pdf/2103.16149.pdf

014  (2021-03-29) Identity-Aware CycleGAN for Face Photo-Sketch Synthesis and Recognition

     https://arxiv.org/pdf/2103.16019.pdf

015  (2021-03-31) Saddle Point Optimization with Approximate Minimization Oracle

     https://arxiv.org/pdf/2103.15985.pdf

016  (2021-03-29) LatentKeypointGAN  Controlling GANs via Latent Keypoints

     https://arxiv.org/pdf/2103.15812.pdf

017  (2021-03-30) GNeRF  GAN-based Neural Radiance Field without Posed Camera

     https://arxiv.org/pdf/2103.15606.pdf

018  (2021-03-29) An Adversarial Human Pose Estimation Network Injected with Graph Structure

     https://arxiv.org/pdf/2103.15534.pdf

019  (2021-03-29) Data-driven generation of plausible tissue geometries for realistic photoacoustic image synthesis

     https://arxiv.org/pdf/2103.15510.pdf

020  (2021-03-29) Dual-Parameterized Quantum Circuit GAN Model in High Energy Physics

     https://arxiv.org/pdf/2103.15470.pdf

021  (2021-03-29) PeaceGAN  A GAN-based Multi-Task Learning Method for SAR Target Image Generation with a Pose Estimator and an Auxiliary Classifier

     https://arxiv.org/pdf/2103.15469.pdf

022  (2021-03-29) Deep Image Compositing

     https://arxiv.org/pdf/2103.15446.pdf

023  (2021-03-28) Best-Buddy GANs for Highly Detailed Image Super-Resolution

     https://arxiv.org/pdf/2103.15295.pdf

024  (2021-03-28) TULVCAN  Terahertz Ultra-broadband Learning Vehicular Channel-Aware Networking

     https://arxiv.org/pdf/2103.15222.pdf

025  (2021-03-28) Verifying Design through Generative Visualization of Neural Activities

     https://arxiv.org/pdf/2103.15182.pdf

026  (2021-03-28) IUP  An Intelligent Utility Prediction Scheme for Solid-State Fermentation in 5G IoT

     https://arxiv.org/pdf/2103.15073.pdf

027  (2021-03-27) H-GAN  the power of GANs in your Hands

     https://arxiv.org/pdf/2103.15017.pdf

028  (2021-03-27) Improving prostate whole gland segmentation in t2-weighted MRI with synthetically generated data

     https://arxiv.org/pdf/2103.14955.pdf

029  (2021-03-27) Continuous Conditional Generative Adversarial Networks (cGAN) with Generator Regularization

     https://arxiv.org/pdf/2103.14884.pdf

030  (2021-03-26) Cyclic Defense GAN Against Speech Adversarial Attacks

     https://arxiv.org/pdf/2103.14717.pdf

031  (2021-03-25) Generative-Adversarial-Networks-based Ghost Recognition

     https://arxiv.org/pdf/2103.13858.pdf

032  (2021-03-25) Validation of Deep Convolutional Generative Adversarial Networks for High Energy Physics Calorimeter Simulations

     https://arxiv.org/pdf/2103.13698.pdf

033  (2021-03-24) Matched sample selection with GANs for mitigating attribute confounding

     https://arxiv.org/pdf/2103.13455.pdf

034  (2021-03-10) Fine-tuning of Pre-trained End-to-end Speech Recognition with Generative Adversarial Networks

     https://arxiv.org/pdf/2103.13329.pdf

035  (2021-03-23) SETGAN  Scale and Energy Trade-off GANs for Image Applications on Mobile Platforms

     https://arxiv.org/pdf/2103.12896.pdf

036  (2021-03-23) Genetic column generation  Fast computation of high-dimensional multi-marginal optimal transport problems

     https://arxiv.org/pdf/2103.12624.pdf

037  (2021-03-22) Adversarial Feature Augmentation and Normalization for Visual Recognition

     https://arxiv.org/pdf/2103.12171.pdf

038  (2021-03-22) Evaluating Post-Training Compression in GANs using Locality-Sensitive Hashing

     https://arxiv.org/pdf/2103.11912.pdf

039  (2021-03-22) Context-Aware Layout to Image Generation with Enhanced Object Appearance

     https://arxiv.org/pdf/2103.11897.pdf

040  (2021-03-22) SparseGAN  Sparse Generative Adversarial Network for Text Generation

     https://arxiv.org/pdf/2103.11578.pdf

041  (2021-03-21) Conditional Generative Adversarial Networks for Speed Control in Trajectory Simulation

     https://arxiv.org/pdf/2103.11471.pdf

042  (2021-03-20) Efficient Subsampling for Generating High-Quality Images from Conditional Generative Adversarial Networks

     https://arxiv.org/pdf/2103.11166.pdf

043  (2021-03-20) High Resolution Face Editing with Masked GAN Latent Code Optimization

     https://arxiv.org/pdf/2103.11135.pdf

044  (2021-03-20) Are High-Frequency Components Beneficial for Training of Generative Adversarial Networks

     https://arxiv.org/pdf/2103.11093.pdf

045  (2021-03-18) Large Scale Image Completion via Co-Modulated Generative Adversarial Networks

     https://arxiv.org/pdf/2103.10428.pdf

046  (2021-03-18) Using latent space regression to analyze and leverage compositionality in GANs

     https://arxiv.org/pdf/2103.10426.pdf

047  (2021-03-18) Impressions2Font  Generating Fonts by Specifying Impressions

     https://arxiv.org/pdf/2103.10036.pdf

048  (2021-03-17) Bias-Free FedGAN

     https://arxiv.org/pdf/2103.09876.pdf

049  (2021-03-17) Training GANs with Stronger Augmentations via Contrastive Discriminator

     https://arxiv.org/pdf/2103.09742.pdf

050  (2021-03-28) SeeingGAN  Galactic image deblurring with deep learning for better morphological classification of galaxies

     https://arxiv.org/pdf/2103.09711.pdf

051  (2021-03-16) Map completion from partial observation using the global structure of multiple environmental maps

     https://arxiv.org/pdf/2103.09071.pdf

052  (2021-03-16) Unsupervised anomaly detection in digital pathology using GANs

     https://arxiv.org/pdf/2103.08945.pdf

053  (2021-03-14) Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems

     https://arxiv.org/pdf/2103.08086.pdf

054  (2021-03-14) Mean Field Game GAN

     https://arxiv.org/pdf/2103.07855.pdf

055  (2021-03-13) Unsupervised Image Transformation Learning via Generative Adversarial Networks

     https://arxiv.org/pdf/2103.07751.pdf

056  (2021-03-13) Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial Networks

     https://arxiv.org/pdf/2103.07672.pdf

057  (2021-03-12) Signal Representations for Synthesizing Audio Textures with Generative Adversarial Networks

     https://arxiv.org/pdf/2103.07390.pdf

058  (2021-03-10) CreativeGAN  Editing Generative Adversarial Networks for Creative Design Synthesis

     https://arxiv.org/pdf/2103.06242.pdf

059  (2021-03-10) Range-GAN  Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis

     https://arxiv.org/pdf/2103.06230.pdf

060  (2021-03-10) Graph Neural Networks Inspired by Classical Iterative Algorithms

     https://arxiv.org/pdf/2103.06064.pdf

061  (2021-03-9) Weather GAN  Multi-Domain Weather Translation Using Generative Adversarial Networks

     https://arxiv.org/pdf/2103.05422.pdf

062  (2021-03-9) ByteSGAN  A Semi-supervised Generative Adversarial Network for Encrypted Traffic Classification of SDN Edge Gateway in Green Communication Network

     https://arxiv.org/pdf/2103.05250.pdf

063  (2021-03-8) An Introduction to Deep Generative Modeling

     https://arxiv.org/pdf/2103.05180.pdf

064  (2021-03-8) CovidGAN  Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection

     https://arxiv.org/pdf/2103.05094.pdf

065  (2021-03-8) Packet-Level Adversarial Network Traffic Crafting using Sequence Generative Adversarial Networks

     https://arxiv.org/pdf/2103.04794.pdf

066  (2021-02-20) Augmenting High-dimensional Nonlinear Optimization with Conditional GANs

     https://arxiv.org/pdf/2103.04748.pdf

067  (2021-03-7) Improving Global Adversarial Robustness Generalization With Adversarially Trained GAN

     https://arxiv.org/pdf/2103.04513.pdf

068  (2021-03-6) Metropolis-Hastings via Classification

     https://arxiv.org/pdf/2103.04177.pdf

069  (2021-03-6) Efficient Continual Adaptation for Generative Adversarial Networks

     https://arxiv.org/pdf/2103.04032.pdf

070  (2021-03-5) Contrastive Disentanglement in Generative Adversarial Networks

     https://arxiv.org/pdf/2103.03636.pdf

071  (2021-03-5) Anomaly detection and automatic labeling for solar cell quality inspection based on Generative Adversarial Network

     https://arxiv.org/pdf/2103.03518.pdf

072  (2021-03-4) Teachers Do More Than Teach  Compressing Image-to-Image Models

     https://arxiv.org/pdf/2103.03467.pdf

073  (2021-03-4) Anycost GANs for Interactive Image Synthesis and Editing

     https://arxiv.org/pdf/2103.03243.pdf

074  (2021-03-4) Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods

     https://arxiv.org/pdf/2103.03078.pdf

075  (2021-03-4) MOGAN  Morphologic-structure-aware Generative Learning from a Single Image

     https://arxiv.org/pdf/2103.02997.pdf

076  (2021-03-4) Robustness Evaluation of Stacked Generative Adversarial Networks using Metamorphic Testing

     https://arxiv.org/pdf/2103.02870.pdf

077  (2021-03-3) A Robust Adversarial Network-Based End-to-End Communications System With Strong Generalization Ability Against Adversarial Attacks

     https://arxiv.org/pdf/2103.02654.pdf

078  (2021-03-3) House-GAN++  Generative Adversarial Layout Refinement Networks

     https://arxiv.org/pdf/2103.02574.pdf

079  (2021-03-3) Vanishing Twin GAN  How training a weak Generative Adversarial Network can improve semi-supervised image classification

     https://arxiv.org/pdf/2103.02496.pdf

080  (2021-03-3) Sparsity Aware Normalization for GANs

     https://arxiv.org/pdf/2103.02458.pdf

081  (2021-03-2) Deblurring Processor for Motion-Blurred Faces Based on Generative Adversarial Networks

     https://arxiv.org/pdf/2103.02121.pdf

082  (2021-03-2) A Spectral Enabled GAN for Time Series Data Generation

     https://arxiv.org/pdf/2103.01904.pdf

083  (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

084  (2021-03-1) On the Fairness of Generative Adversarial Networks (GANs)

     https://arxiv.org/pdf/2103.00950.pdf

085  (2021-02-28) Convolutional Normalization  Improving Deep Convolutional Network Robustness and Training

     https://arxiv.org/pdf/2103.00673.pdf

086  (2021-02-25) Deepfakes Generation and Detection  State-of-the-art open challenges countermeasures and way forward

     https://arxiv.org/pdf/2103.00484.pdf

087  (2021-03-3) Training Generative Adversarial Networks in One Stage

     https://arxiv.org/pdf/2103.00430.pdf

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