2021年4月90篇GAN/对抗论文汇总
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2021-05-10 08:52
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001 (2021-05-6) Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network
https://arxiv.org/pdf/2105.02565.pdf
002 (2021-05-6) DiffSinger Diffusion Acoustic Model for Singing Voice Synthesis
https://arxiv.org/pdf/2105.02446.pdf
003 (2021-05-6) Anomaly detection in Hyper Suprime-Cam galaxy images with generative adversarial networks
https://arxiv.org/pdf/2105.02434.pdf
004 (2021-05-5) DeepSMOTE Fusing Deep Learning and SMOTE for Imbalanced Data
https://arxiv.org/pdf/2105.02340.pdf
005 (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
006 (2021-05-4) Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review Comparison and Perspectives
https://arxiv.org/pdf/2105.01800.pdf
007 (2021-04-28) Multigrid Solver With Super-Resolved Interpolation
https://arxiv.org/pdf/2105.01739.pdf
008 (2021-05-4) VQCPC-GAN Variable-length Adversarial Audio Synthesis using Vector-Quantized Contrastive Predictive Coding
https://arxiv.org/pdf/2105.01531.pdf
009 (2021-05-3) Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks
https://arxiv.org/pdf/2105.01159.pdf
010 (2021-04-11) Pose Invariant Person Re-Identification using Robust Pose-transformation GAN
https://arxiv.org/pdf/2105.00930.pdf
011 (2021-05-5) Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference
https://arxiv.org/pdf/2105.00822.pdf
012 (2021-05-2) GRNN Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning
https://arxiv.org/pdf/2105.00529.pdf
013 (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
014 (2021-05-3) Stabilization of generative adversarial networks via noisy scale-space
https://arxiv.org/pdf/2105.00220.pdf
015 (2021-05-1) Feature Disentanglement in generating three-dimensional structure from two-dimensional slice with sliceGAN
https://arxiv.org/pdf/2105.00194.pdf
016 (2021-04-30) Data-driven Full-waveform Inversion Surrogate using Conditional Generative Adversarial Networks
https://arxiv.org/pdf/2105.00100.pdf
017 (2021-04-30) Entangling Quantum Generative Adversarial Networks
https://arxiv.org/pdf/2105.00080.pdf
018 (2021-04-30) Continuous Face Aging via Self-estimated Residual Age Embedding
https://arxiv.org/pdf/2105.00020.pdf
019 (2021-04-30) Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation
https://arxiv.org/pdf/2104.15082.pdf
020 (2021-04-30) Unsupervised data augmentation for object detection
https://arxiv.org/pdf/2104.14965.pdf
021 (2021-04-30) TREND Truncated Generalized Normal Density Estimation of Inception Embeddings for Accurate GAN Evaluation
https://arxiv.org/pdf/2104.14767.pdf
022 (2021-04-30) StyleMapGAN Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing
https://arxiv.org/pdf/2104.14754.pdf
023 (2021-04-29) Text2Video Text-driven Talking-head Video Synthesis with Phonetic Dictionary
https://arxiv.org/pdf/2104.14631.pdf
024 (2021-04-28) Preserving Semantic Consistency in Unsupervised Domain Adaptation Using Generative Adversarial Networks
https://arxiv.org/pdf/2104.13725.pdf
025 (2021-04-29) Unsupervised 3D Shape Completion through GAN Inversion
https://arxiv.org/pdf/2104.13366.pdf
026 (2021-04-30) End-to-End Video-To-Speech Synthesis using Generative Adversarial Networks
https://arxiv.org/pdf/2104.13332.pdf
027 (2021-04-27) Adaptive Adversarial Training for Meta Reinforcement Learning
https://arxiv.org/pdf/2104.13302.pdf
028 (2021-04-26) Good Artists Copy Great Artists Steal Model Extraction Attacks Against Image Translation Generative Adversarial Networks
https://arxiv.org/pdf/2104.12623.pdf
029 (2021-04-26) FedDPGAN Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia
https://arxiv.org/pdf/2104.12581.pdf
030 (2021-04-26) EigenGAN Layer-Wise Eigen-Learning for GANs
https://arxiv.org/pdf/2104.12476.pdf
031 (2021-04-25) Generative Adversarial Network Some Analytical Perspectives
https://arxiv.org/pdf/2104.12210.pdf
032 (2021-04-25) An Adaptive Learning based Generative Adversarial Network for One-To-One Voice Conversion
https://arxiv.org/pdf/2104.12159.pdf
033 (2021-04-25) Making GAN-Generated Images Difficult To Spot A New Attack Against Synthetic Image Detectors
https://arxiv.org/pdf/2104.12069.pdf
034 (2021-04-24) Supervised Anomaly Detection via Conditional Generative Adversarial Network and Ensemble Active Learning
https://arxiv.org/pdf/2104.11952.pdf
035 (2021-04-23) Playing Lottery Tickets with Vision and Language
https://arxiv.org/pdf/2104.11832.pdf
036 (2021-04-23) Ensembles of GANs for synthetic training data generation
https://arxiv.org/pdf/2104.11797.pdf
037 (2021-04-23) Safe Fakes Evaluating Face Anonymizers for Face Detectors
https://arxiv.org/pdf/2104.11721.pdf
038 (2021-04-23) Improving Neural Silent Speech Interface Models by Adversarial Training
https://arxiv.org/pdf/2104.11601.pdf
039 (2021-04-23) Region-Adaptive Deformable Network for Image Quality Assessment
https://arxiv.org/pdf/2104.11599.pdf
040 (2021-04-21) Online GANs for Automatic Performance Testing
https://arxiv.org/pdf/2104.11069.pdf
041 (2021-04-21) Causal-TGAN Generating Tabular Data Using Causal Generative Adversarial Networks
https://arxiv.org/pdf/2104.10680.pdf
042 (2021-04-20) GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis A Critical Review
https://arxiv.org/pdf/2104.10603.pdf
043 (2021-04-21) Statistical inference for generative adversarial networks
https://arxiv.org/pdf/2104.10601.pdf
044 (2021-04-20) Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation
https://arxiv.org/pdf/2104.10273.pdf
045 (2021-04-20) TWIST-GAN Towards Wavelet Transform and Transferred GAN for Spatio-Temporal Single Image Super Resolution
https://arxiv.org/pdf/2104.10268.pdf
046 (2021-04-20) Semantic Segmentation by Improved Generative Adversarial Networks
https://arxiv.org/pdf/2104.09917.pdf
047 (2021-04-19) Quaternion Generative Adversarial Networks
https://arxiv.org/pdf/2104.09630.pdf
048 (2021-04-19) Coarse-to-Fine Searching for Efficient Generative Adversarial Networks
https://arxiv.org/pdf/2104.09223.pdf
049 (2021-04-20) Surrogate Gradient Field for Latent Space Manipulation
https://arxiv.org/pdf/2104.09065.pdf
050 (2021-04-17) Multi-Metric Optimization using Generative Adversarial Networks for Near-End Speech Intelligibility Enhancement
https://arxiv.org/pdf/2104.08499.pdf
051 (2021-04-15) EnvGAN Adversarial Synthesis of Environmental Sounds for Data Augmentation
https://arxiv.org/pdf/2104.07326.pdf
052 (2021-04-14) VTGAN Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers
https://arxiv.org/pdf/2104.06757.pdf
053 (2021-04-18) A Novel Approach to Curiosity and Explainable Reinforcement Learning via Interpretable Sub-Goals
https://arxiv.org/pdf/2104.06630.pdf
054 (2021-04-13) GAN-Based Interactive Reinforcement Learning from Demonstration and Human Evaluative Feedback
https://arxiv.org/pdf/2104.06600.pdf
055 (2021-04-13) Simultaneous Face Hallucination and Translation for Thermal to Visible Face Verification using Axial-GAN
https://arxiv.org/pdf/2104.06534.pdf
056 (2021-04-13) Automatic Correction of Internal Units in Generative Neural Networks
https://arxiv.org/pdf/2104.06118.pdf
057 (2021-04-12) IMAGINE Image Synthesis by Image-Guided Model Inversion
https://arxiv.org/pdf/2104.05895.pdf
058 (2021-04-12) Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation
https://arxiv.org/pdf/2104.05647.pdf
059 (2021-04-12) Understanding Overparameterization in Generative Adversarial Networks
https://arxiv.org/pdf/2104.05605.pdf
060 (2021-04-12) Diamond in the rough Improving image realism by traversing the GAN latent space
https://arxiv.org/pdf/2104.05518.pdf
061 (2021-04-13) The Many Faces of 1-Lipschitz Neural Networks
https://arxiv.org/pdf/2104.05097.pdf
062 (2021-04-11) SIGAN A Novel Image Generation Method for Solar Cell Defect Segmentation and Augmentation
https://arxiv.org/pdf/2104.04953.pdf
063 (2021-05-5) Physically-Consistent Generative Adversarial Networks for Coastal Flood Visualization
https://arxiv.org/pdf/2104.04785.pdf
064 (2021-04-10) MobileStyleGAN A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis
https://arxiv.org/pdf/2104.04767.pdf
065 (2021-04-9) Compressing PDF sets using generative adversarial networks
https://arxiv.org/pdf/2104.04535.pdf
066 (2021-04-8) eGAN Unsupervised approach to class imbalance using transfer learning
https://arxiv.org/pdf/2104.04162.pdf
067 (2021-04-8) An Empirical Study of the Effects of Sample-Mixing Methods for Efficient Training of Generative Adversarial Networks
https://arxiv.org/pdf/2104.03535.pdf
068 (2021-04-7) Generating multi-type sequences of temporal events to improve fraud detection in game advertising
https://arxiv.org/pdf/2104.03428.pdf
069 (2021-04-7) Regularizing Generative Adversarial Networks under Limited Data
https://arxiv.org/pdf/2104.03310.pdf
070 (2021-04-8) OpenGAN Open-Set Recognition via Open Data Generation
https://arxiv.org/pdf/2104.02939.pdf
071 (2021-04-6) ReStyle A Residual-Based StyleGAN Encoder via Iterative Refinement
https://arxiv.org/pdf/2104.02699.pdf
072 (2021-04-6) Deep learning for prediction of complex geology ahead of drilling
https://arxiv.org/pdf/2104.02550.pdf
073 (2021-04-6) OodGAN Generative Adversarial Network for Out-of-Domain Data Generation
https://arxiv.org/pdf/2104.02484.pdf
074 (2021-04-6) Teacher-Student Adversarial Depth Hallucination to Improve Face Recognition
https://arxiv.org/pdf/2104.02424.pdf
075 (2021-04-6) Generalization of GANs under Lipschitz continuity and data augmentation
https://arxiv.org/pdf/2104.02388.pdf
076 (2021-04-27) Leverage Score Sampling for Complete Mode Coverage in Generative Adversarial Networks
https://arxiv.org/pdf/2104.02373.pdf
077 (2021-04-5) Content-Aware GAN Compression
https://arxiv.org/pdf/2104.02244.pdf
078 (2021-04-3) Adversarial Joint Training with Self-Attention Mechanism for Robust End-to-End Speech Recognition
https://arxiv.org/pdf/2104.01471.pdf
079 (2021-04-3) Monte Carlo Simulation of SDEs using GANs
https://arxiv.org/pdf/2104.01437.pdf
080 (2021-04-3) Deepfake Detection Scheme Based on Vision Transformer and Distillation
https://arxiv.org/pdf/2104.01353.pdf
081 (2021-04-2) PATE-AAE Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification
https://arxiv.org/pdf/2104.01271.pdf
082 (2021-04-2) Data Augmentation with Manifold Barycenters
https://arxiv.org/pdf/2104.00925.pdf
083 (2021-04-1) LatentCLR A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions
https://arxiv.org/pdf/2104.00820.pdf
084 (2021-04-1) Partition-Guided GANs
https://arxiv.org/pdf/2104.00816.pdf
085 (2021-04-1) Drug Discovery Approaches using Quantum Machine Learning
https://arxiv.org/pdf/2104.00746.pdf
086 (2021-04-1) In&Out Diverse Image Outpainting via GAN Inversion
https://arxiv.org/pdf/2104.00675.pdf
087 (2021-04-24) Text to Image Generation with Semantic-Spatial Aware GAN
https://arxiv.org/pdf/2104.00567.pdf
088 (2021-04-1) Linear Semantics in Generative Adversarial Networks
https://arxiv.org/pdf/2104.00487.pdf
089 (2021-04-1) Improved Image Generation via Sparse Modeling
https://arxiv.org/pdf/2104.00464.pdf
090 (2021-04-1) Exploiting Relationship for Complex-scene Image Generation
https://arxiv.org/pdf/2104.00356.pdf
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