2021年5月80篇GAN/对抗论文汇总

点击下面卡片关注，”AI算法与图像处理”

最新CV成果，火速送达

001  (2021-06-3) Pathology-Aware Generative Adversarial Networks for Medical Image Augmentation

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

002  (2021-06-3) Semantic Palette  Guiding Scene Generation with Class Proportions

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

003  (2021-06-3) Imperceptible Adversarial Examples for Fake Image Detection

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

004  (2021-06-2) Minimax Optimization with Smooth Algorithmic Adversaries

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

005  (2021-06-2) Sound-to-Imagination  Unsupervised Crossmodal Translation Using Deep Dense Network Architecture

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

006  (2021-06-2) Towards Robustness of Text-to-SQL Models against Synonym Substitution

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

007  (2021-06-1) IID-GAN  an IID Sampling Perspective for Regularizing Mode Collapse

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

008  (2021-06-1) Adversarial VQA  A New Benchmark for Evaluating the Robustness of VQA Models

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

009  (2021-05-31) GANs Can Play Lottery Tickets Too

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

010  (2021-05-31) StarGAN-ZSVC  Towards Zero-Shot Voice Conversion in Low-Resource Contexts

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

011  (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

012  (2021-05-30) Image-to-Video Generation via 3D Facial Dynamics

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

013  (2021-05-29) Representation Learning in Continuous-Time Score-Based Generative Models

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

014  (2021-05-28) PTNet  A High-Resolution Infant MRI Synthesizer Based on Transformer

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

015  (2021-05-28) Discretization Drift in Two-Player Games

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

016  (2021-05-28) GAN for time series prediction data assimilation and uncertainty quantification

     https://arxiv.org/pdf/2105.13859.pdf

017  (2021-05-27) Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net

     https://arxiv.org/pdf/2105.13067.pdf

018  (2021-05-27) The Imaginative Generative Adversarial Network  Automatic Data Augmentation for Dynamic Skeleton-Based Hand Gesture and Human Action Recognition

     https://arxiv.org/pdf/2105.13061.pdf

019  (2021-06-3) An error analysis of generative adversarial networks for learning distributions

     https://arxiv.org/pdf/2105.13010.pdf

020  (2021-05-27) Hybrid Encoding For Generating Large Scale Game Level Patterns With Local Variations Using a GAN

     https://arxiv.org/pdf/2105.12960.pdf

021  (2021-05-26) Enhance to Read Better  An Improved Generative Adversarial Network for Handwritten Document Image Enhancement

     https://arxiv.org/pdf/2105.12710.pdf

022  (2021-05-27) Disentangled Face Attribute Editing via Instance-Aware Latent Space Search

     https://arxiv.org/pdf/2105.12660.pdf

023  (2021-05-27) Pattern Detection in the Activation Space for Identifying Synthesized Content

     https://arxiv.org/pdf/2105.12479.pdf

024  (2021-05-25) A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces

     https://arxiv.org/pdf/2105.12208.pdf

025  (2021-05-25) Estimates of maize plant density from UAV RGB images using Faster-RCNN detection model  impact of the spatial resolution

     https://arxiv.org/pdf/2105.11857.pdf

026  (2021-05-25) GAN for Vision KG for Relation  a Two-stage Deep Network for Zero-shot Action Recognition

     https://arxiv.org/pdf/2105.11789.pdf

027  (2021-05-22) MIASSR  An Approach for Medical Image Arbitrary Scale Super-Resolution

     https://arxiv.org/pdf/2105.10738.pdf

028  (2021-05-21) High Fidelity Fingerprint Generation  Quality Uniqueness and Privacy

     https://arxiv.org/pdf/2105.10403.pdf

029  (2021-05-21) Combining Transformer Generators with Convolutional Discriminators

     https://arxiv.org/pdf/2105.10189.pdf

030  (2021-05-20) Anomaly Detection of Test-Time Evasion Attacks using Class-conditional Generative Adversarial Networks

     https://arxiv.org/pdf/2105.10101.pdf

031  (2021-05-20) A GAN-Like Approach for Physics-Based Imitation Learning and Interactive Character Control

     https://arxiv.org/pdf/2105.10066.pdf

032  (2021-05-10) Real-time super-resolution mapping of locally anisotropic grain orientations for ultrasonic non-destructive evaluation of crystalline material

     https://arxiv.org/pdf/2105.09466.pdf

033  (2021-05-19) Physics Validation of Novel Convolutional 2D Architectures for Speeding Up High Energy Physics Simulations

     https://arxiv.org/pdf/2105.08960.pdf

034  (2021-05-18) Human Motion Prediction Using Manifold-Aware Wasserstein GAN

     https://arxiv.org/pdf/2105.08715.pdf

035  (2021-05-17) Decorating Your Own Bedroom  Locally Controlling Image Generation with Generative Adversarial Networks

     https://arxiv.org/pdf/2105.08222.pdf

036  (2021-05-17) Transfer Learning Enhanced Generative Adversarial Networks for Multi-Channel MRI Reconstruction

     https://arxiv.org/pdf/2105.08175.pdf

037  (2021-05-17) Data Assimilation Predictive GAN (DA-PredGAN)  applied to determine the spread of COVID-19

     https://arxiv.org/pdf/2105.07729.pdf

038  (2021-05-17) Style-Restricted GAN  Multi-Modal Translation with Style Restriction Using Generative Adversarial Networks

     https://arxiv.org/pdf/2105.07621.pdf

039  (2021-05-16) Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing

     https://arxiv.org/pdf/2105.07553.pdf

040  (2021-05-16) Fast-GANFIT  Generative Adversarial Network for High Fidelity 3D Face Reconstruction

     https://arxiv.org/pdf/2105.07474.pdf

041  (2021-05-15) Mask-Guided Discovery of Semantic Manifolds in Generative Models

     https://arxiv.org/pdf/2105.07273.pdf

042  (2021-05-15) AgeFlow  Conditional Age Progression and Regression with Normalizing Flows

     https://arxiv.org/pdf/2105.07239.pdf

043  (2021-05-15) Generative Adversarial Network-based Cross-Project Fault Prediction

     https://arxiv.org/pdf/2105.07207.pdf

044  (2021-05-15) Image Super-Resolution Quality Assessment  Structural Fidelity Versus Statistical Naturalness

     https://arxiv.org/pdf/2105.07139.pdf

045  (2021-05-14) Verification of Image-based Neural Network Controllers Using Generative Models

     https://arxiv.org/pdf/2105.07091.pdf

046  (2021-05-14) SA-GAN  Structure-Aware Generative Adversarial Network for Shape-Preserving Synthetic CT Generation

     https://arxiv.org/pdf/2105.07044.pdf

047  (2021-04-28) Loosely Conditioned Emulation of Global Climate Models With Generative Adversarial Networks

     https://arxiv.org/pdf/2105.06386.pdf

048  (2021-05-13) GAN Prior Embedded Network for Blind Face Restoration in the Wild

     https://arxiv.org/pdf/2105.06070.pdf

049  (2021-05-12) Extreme Face Inpainting with Sketch-Guided Conditional GAN

     https://arxiv.org/pdf/2105.06033.pdf

050  (2021-05-13) Directional GAN  A Novel Conditioning Strategy for Generative Networks

     https://arxiv.org/pdf/2105.05712.pdf

051  (2021-05-12) Label Geometry Aware Discriminator for Conditional Generative Networks

     https://arxiv.org/pdf/2105.05501.pdf

052  (2021-05-11) GANs for Medical Image Synthesis  An Empirical Study

     https://arxiv.org/pdf/2105.05318.pdf

053  (2021-05-11) Let There be Light  Improved Traffic Surveillance via Detail Preserving Night-to-Day Transfer

     https://arxiv.org/pdf/2105.05011.pdf

054  (2021-05-11) Uncover Common Facial Expressions in Terracotta Warriors  A Deep Learning Approach

     https://arxiv.org/pdf/2105.04826.pdf

055  (2021-05-11) Characterizing GAN Convergence Through Proximal Duality Gap

     https://arxiv.org/pdf/2105.04801.pdf

056  (2021-05-10) Towards Discovery and Attribution of Open-world GAN Generated Images

     https://arxiv.org/pdf/2105.04580.pdf

057  (2021-05-10) Learning High-Dimensional Distributions with Latent Neural Fokker-Planck Kernels

     https://arxiv.org/pdf/2105.04538.pdf

058  (2021-05-10) Generative Adversarial Networks (GANs) in Networking  A Comprehensive Survey & Evaluation

     https://arxiv.org/pdf/2105.04184.pdf

059  (2021-05-10) BIM Hyperreality  Data Synthesis Using BIM and Hyperrealistic Rendering for Deep Learning

     https://arxiv.org/pdf/2105.04103.pdf

060  (2021-05-9) Robust Training Using Natural Transformation

     https://arxiv.org/pdf/2105.04070.pdf

061  (2021-05-8) Stability and Generalization of Stochastic Gradient Methods for Minimax Problems

     https://arxiv.org/pdf/2105.03793.pdf

062  (2021-05-8) De-Pois  An Attack-Agnostic Defense against Data Poisoning Attacks

     https://arxiv.org/pdf/2105.03592.pdf

063  (2021-05-23) Unsupervised Remote Sensing Super-Resolution via Migration Image Prior

     https://arxiv.org/pdf/2105.03579.pdf

064  (2021-05-7) Toward Interactive Modulation for Photo-Realistic Image Restoration

     https://arxiv.org/pdf/2105.03085.pdf

065  (2021-05-11) NTIRE 2021 Challenge on Perceptual Image Quality Assessment

     https://arxiv.org/pdf/2105.03072.pdf

066  (2021-05-6) GANTL  Towards Practical and Real-Time Topology Optimization with Conditional GANs and Transfer Learning

     https://arxiv.org/pdf/2105.03045.pdf

067  (2021-05-6) Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network

     https://arxiv.org/pdf/2105.02565.pdf

068  (2021-05-30) DiffSinger  Singing Voice Synthesis via Shallow Diffusion Mechanism

     https://arxiv.org/pdf/2105.02446.pdf

069  (2021-05-6) Anomaly detection in Hyper Suprime-Cam galaxy images with generative adversarial networks

     https://arxiv.org/pdf/2105.02434.pdf

070  (2021-05-5) DeepSMOTE  Fusing Deep Learning and SMOTE for Imbalanced Data

     https://arxiv.org/pdf/2105.02340.pdf

071  (2021-05-6) Using Synthetic Data to Enhance the Accuracy of Fingerprint-Based Localization  A Deep Learning Approach

     https://arxiv.org/pdf/2105.01903.pdf

072  (2021-05-4) Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review Comparison and Perspectives

     https://arxiv.org/pdf/2105.01800.pdf

073  (2021-04-28) Multigrid Solver With Super-Resolved Interpolation

     https://arxiv.org/pdf/2105.01739.pdf

074  (2021-05-4) VQCPC-GAN  Variable-length Adversarial Audio Synthesis using Vector-Quantized Contrastive Predictive Coding

     https://arxiv.org/pdf/2105.01531.pdf

075  (2021-05-3) Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks

     https://arxiv.org/pdf/2105.01159.pdf

076  (2021-06-1) Pose Invariant Person Re-Identification using Robust Pose-transformation GAN

     https://arxiv.org/pdf/2105.00930.pdf

077  (2021-05-5) Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference

     https://arxiv.org/pdf/2105.00822.pdf

078  (2021-05-2) GRNN  Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning

     https://arxiv.org/pdf/2105.00529.pdf

079  (2021-05-1) JAS-GAN  Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets

     https://arxiv.org/pdf/2105.00234.pdf

080  (2021-05-3) Stabilization of generative adversarial networks via noisy scale-space

     https://arxiv.org/pdf/2105.00220.pdf

081  (2021-05-1) Feature Disentanglement in generating three-dimensional structure from two-dimensional slice with sliceGAN

     https://arxiv.org/pdf/2105.00194.pdf

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