| Airfoil GAN: Encoding and Synthesizing Airfoils for Aerodynamic Shape Optimization | Jan 12, 2021 | Generative Adversarial Network | —Unverified | 0 |
| Explaining the Black-box Smoothly- A Counterfactual Approach | Jan 11, 2021 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Time-Series Regeneration with Convolutional Recurrent Generative Adversarial Network for Remaining Useful Life Estimation | Jan 11, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Exploring Adversarial Fake Images on Face Manifold | Jan 9, 2021 | Adversarial AttackDeepFake Detection | —Unverified | 0 |
| Manifold Interpolation for Large-Scale Multi-Objective Optimization via Generative Adversarial Networks | Jan 8, 2021 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Learning quantum data with the quantum Earth Mover's distance | Jan 8, 2021 | Generative Adversarial Network | CodeCode Available | 1 |
| InMoDeGAN: Interpretable Motion Decomposition Generative Adversarial Network for Video Generation | Jan 8, 2021 | Generative Adversarial NetworkVideo Generation | —Unverified | 0 |
| Adversarial Machine Learning for 5G Communications Security | Jan 7, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| VHS to HDTV Video Translation using Multi-task Adversarial Learning | Jan 7, 2021 | Generative Adversarial NetworkSuper-Resolution | —Unverified | 0 |
| GRAPPA-GANs for Parallel MRI Reconstruction | Jan 5, 2021 | Generative Adversarial NetworkMRI Reconstruction | —Unverified | 0 |
| RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs using a Novel Multi-scale Generative Adversarial Network | Jan 3, 2021 | DecoderGenerative Adversarial Network | CodeCode Available | 1 |
| ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-supervised Continual Learning | Jan 2, 2021 | Continual LearningGenerative Adversarial Network | —Unverified | 0 |
| Painting From Part | Jan 1, 2021 | Generative Adversarial Network | CodeCode Available | 1 |
| Unsupervised Segmentation Incorporating Shape Prior via Generative Adversarial Networks | Jan 1, 2021 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| LoFGAN: Fusing Local Representations for Few-Shot Image Generation | Jan 1, 2021 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Partial Off-Policy Learning: Balance Accuracy and Diversity for Human-Oriented Image Captioning | Jan 1, 2021 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Can Shape Structure Features Improve Model Robustness Under Diverse Adversarial Settings? | Jan 1, 2021 | Edge DetectionGenerative Adversarial Network | —Unverified | 0 |
| Learning To Remove Refractive Distortions From Underwater Images | Jan 1, 2021 | Generative Adversarial Network | —Unverified | 0 |
| Naturalistic Physical Adversarial Patch for Object Detectors | Jan 1, 2021 | Generative Adversarial NetworkObject | CodeCode Available | 1 |
| More than just an auxiliary loss: Anti-spoofing Backbone Training via Adversarial Pseudo-depth Generation | Jan 1, 2021 | Generative Adversarial Network | —Unverified | 0 |
| Synthesising Realistic Calcium Imaging Data of Neuronal Populations Using GAN | Jan 1, 2021 | Generative Adversarial Network | CodeCode Available | 0 |
| Sparse Coding-inspired GAN for Weakly Supervised Hyperspectral Anomaly Detection | Jan 1, 2021 | Anomaly DetectionDecoder | —Unverified | 0 |
| ADIS-GAN: Affine Disentangled GAN | Jan 1, 2021 | Generative Adversarial NetworkInductive Bias | —Unverified | 0 |
| MCM-aware Twin-least-square GAN for Hyperspectral Anomaly Detection | Jan 1, 2021 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| FLAGNet : Feature Label based Automatic Generation Network for symbolic music | Jan 1, 2021 | Generative Adversarial NetworkMusic Generation | CodeCode Available | 0 |
| Diversity Augmented Conditional Generative Adversarial Network for Enhanced Multimodal Image-to-Image Translation | Jan 1, 2021 | DiversityGenerative Adversarial Network | CodeCode Available | 0 |
| GG-GAN: A Geometric Graph Generative Adversarial Network | Jan 1, 2021 | Generative Adversarial NetworkGraph Generation | —Unverified | 0 |
| FGF-GAN: A Lightweight Generative Adversarial Network for Pansharpening via Fast Guided Filter | Dec 31, 2020 | Generative Adversarial NetworkImage Enhancement | —Unverified | 0 |
| SharpGAN: Receptive Field Block Net for Dynamic Scene Deblurring | Dec 31, 2020 | DeblurringGenerative Adversarial Network | —Unverified | 0 |
| 3D Human motion anticipation and classification | Dec 31, 2020 | Action RecognitionActivity Recognition | —Unverified | 0 |
| LAIF: AI, Deep Learning for Germany Suetterlin Letter Recognition and Generation | Dec 30, 2020 | Deep LearningGenerative Adversarial Network | CodeCode Available | 0 |
| Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network | Dec 30, 2020 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning | Dec 30, 2020 | Generalized Zero-Shot LearningGenerative Adversarial Network | —Unverified | 0 |
| Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network | Dec 30, 2020 | Generative Adversarial NetworkImage Enhancement | —Unverified | 0 |
| Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning | Dec 29, 2020 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| Exploiting Chain Rule and Bayes' Theorem to Compare Probability Distributions | Dec 28, 2020 | Generative Adversarial Network | CodeCode Available | 1 |
| Generative Partial Visual-Tactile Fused Object Clustering | Dec 28, 2020 | ClusteringGenerative Adversarial Network | —Unverified | 0 |
| Perception Consistency Ultrasound Image Super-resolution via Self-supervised CycleGAN | Dec 28, 2020 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| Multidimensional Uncertainty-Aware Evidential Neural Networks | Dec 26, 2020 | Generative Adversarial NetworkMulti-class Classification | CodeCode Available | 1 |
| UMLE: Unsupervised Multi-discriminator Network for Low Light Enhancement | Dec 24, 2020 | Generative Adversarial NetworkImage Enhancement | —Unverified | 0 |
| Appearance-Invariant 6-DoF Visual Localization using Generative Adversarial Networks | Dec 24, 2020 | Generative Adversarial Networkregression | —Unverified | 0 |
| GANDA: A deep generative adversarial network predicts the spatial distribution of nanoparticles in tumor pixelly | Dec 23, 2020 | Generative Adversarial Networkwhole slide images | —Unverified | 0 |
| Wideband Channel Estimation with A Generative Adversarial Network | Dec 22, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Adversarial Multiscale Feature Learning for Overlapping Chromosome Segmentation | Dec 22, 2020 | Generative Adversarial NetworkSegmentation | CodeCode Available | 0 |
| DeepKeyGen: A Deep Learning-based Stream Cipher Generator for Medical Image Encryption and Decryption | Dec 21, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Variational Transport: A Convergent Particle-BasedAlgorithm for Distributional Optimization | Dec 21, 2020 | Generative Adversarial NetworkVariational Inference | —Unverified | 0 |
| Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction | Dec 21, 2020 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| Multi-Head Linear Attention Generative Adversarial Network for Thin Cloud Removal | Dec 20, 2020 | Cloud RemovalGenerative Adversarial Network | —Unverified | 0 |
| DCCRGAN: Deep Complex Convolution Recurrent Generator Adversarial Network for Speech Enhancement | Dec 19, 2020 | Generative Adversarial NetworkSpeech Enhancement | —Unverified | 0 |
| Self-Supervision based Task-Specific Image Collection Summarization | Dec 19, 2020 | ClusteringGenerative Adversarial Network | —Unverified | 0 |