| Incremental Adversarial Domain Adaptation for Continually Changing Environments | Dec 20, 2017 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| Language and Noise Transfer in Speech Enhancement Generative Adversarial Network | Dec 18, 2017 | Generative Adversarial NetworkSpeech Enhancement | CodeCode Available | 0 |
| Generating and designing DNA with deep generative models | Dec 17, 2017 | Generative Adversarial Network | CodeCode Available | 0 |
| SRPGAN: Perceptual Generative Adversarial Network for Single Image Super Resolution | Dec 16, 2017 | Generative Adversarial NetworkImage Super-Resolution | —Unverified | 0 |
| Unsupervised Histopathology Image Synthesis | Dec 13, 2017 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Learning Disentangling and Fusing Networks for Face Completion Under Structured Occlusions | Dec 13, 2017 | DecoderFacial Inpainting | —Unverified | 0 |
| Geometry Guided Adversarial Facial Expression Synthesis | Dec 10, 2017 | Face RecognitionFace Transfer | —Unverified | 0 |
| TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition | Dec 7, 2017 | Face RecognitionGenerative Adversarial Network | CodeCode Available | 0 |
| Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal | Dec 7, 2017 | Generative Adversarial NetworkMulti-Task Learning | CodeCode Available | 0 |
| Towards Recovery of Conditional Vectors from Conditional Generative Adversarial Networks | Dec 6, 2017 | Generative Adversarial NetworkImage Manipulation | —Unverified | 0 |
| Pose-Normalized Image Generation for Person Re-identification | Dec 6, 2017 | Generative Adversarial NetworkImage Generation | CodeCode Available | 2 |
| Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANs | Dec 4, 2017 | Face Sketch SynthesisGenerative Adversarial Network | CodeCode Available | 0 |
| Feature Generating Networks for Zero-Shot Learning | Dec 4, 2017 | Generalized Zero-Shot LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Compatibility Family Learning for Item Recommendation and Generation | Dec 2, 2017 | Generative Adversarial Network | CodeCode Available | 0 |
| GANGs: Generative Adversarial Network Games | Dec 2, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis | Dec 1, 2017 | Face GenerationFace Model | —Unverified | 0 |
| Semi-Supervised Learning for Optical Flow with Generative Adversarial Networks | Dec 1, 2017 | Generative Adversarial NetworkOptical Flow Estimation | —Unverified | 0 |
| Unsupervised Generative Adversarial Cross-modal Hashing | Dec 1, 2017 | Cross-Modal RetrievalGenerative Adversarial Network | —Unverified | 0 |
| FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors | Nov 29, 2017 | DecoderFace Alignment | CodeCode Available | 0 |
| Pipeline Generative Adversarial Networks for Facial Images Generation with Multiple Attributes | Nov 29, 2017 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks | Nov 28, 2017 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Restricting Greed in Training of Generative Adversarial Network | Nov 28, 2017 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Learning Face Age Progression: A Pyramid Architecture of GANs | Nov 28, 2017 | Generative Adversarial Network | CodeCode Available | 0 |
| Attentive Generative Adversarial Network for Raindrop Removal from a Single Image | Nov 28, 2017 | Generative Adversarial NetworkRaindrop Removal | CodeCode Available | 0 |
| Pulsar Candidate Identification with Artificial Intelligence Techniques | Nov 27, 2017 | AstronomyGenerative Adversarial Network | —Unverified | 0 |
| Exploiting the potential of unlabeled endoscopic video data with self-supervised learning | Nov 27, 2017 | ColorizationGenerative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Network for Abstractive Text Summarization | Nov 26, 2017 | Abstractive Text SummarizationGenerative Adversarial Network | CodeCode Available | 0 |
| In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks | Nov 26, 2017 | Generative Adversarial NetworkImage-to-Image Translation | CodeCode Available | 0 |
| Person Transfer GAN to Bridge Domain Gap for Person Re-Identification | Nov 23, 2017 | Generative Adversarial NetworkPerson Re-Identification | CodeCode Available | 1 |
| Controlling Physical Attributes in GAN-Accelerated Simulation of Electromagnetic Calorimeters | Nov 23, 2017 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| CMCGAN: A Uniform Framework for Cross-Modal Visual-Audio Mutual Generation | Nov 22, 2017 | Audio GenerationGenerative Adversarial Network | —Unverified | 0 |
| Transferring Agent Behaviors from Videos via Motion GANs | Nov 21, 2017 | General Reinforcement LearningGenerative Adversarial Network | —Unverified | 0 |
| WAYLA - Generating Images from Eye Movements | Nov 21, 2017 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification | Nov 19, 2017 | Domain AdaptationGenerative Adversarial Network | CodeCode Available | 0 |
| Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks | Nov 17, 2017 | DecoderGenerative Adversarial Network | CodeCode Available | 0 |
| 3D Reconstruction of Incomplete Archaeological Objects Using a Generative Adversarial Network | Nov 17, 2017 | 3D ReconstructionCultural Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Improving Consistency and Correctness of Sequence Inpainting using Semantically Guided Generative Adversarial Network | Nov 16, 2017 | Generative Adversarial NetworkImage Inpainting | CodeCode Available | 0 |
| Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks | Nov 16, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Data Augmentation Generative Adversarial Networks | Nov 12, 2017 | Data AugmentationFew-Shot Learning | CodeCode Available | 0 |
| Faster Fuzzing: Reinitialization with Deep Neural Models | Nov 8, 2017 | CPUGenerative Adversarial Network | —Unverified | 0 |
| Metric Learning-based Generative Adversarial Network | Nov 8, 2017 | Generative Adversarial NetworkMetric Learning | —Unverified | 0 |
| Generalization of Deep Neural Networks for Chest Pathology Classification in X-Rays Using Generative Adversarial Networks | Nov 8, 2017 | General ClassificationGenerative Adversarial Network | —Unverified | 0 |
| Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding: Application to Real-time Indoor Localization | Nov 7, 2017 | Generative Adversarial NetworkIndoor Localization | —Unverified | 0 |
| Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data | Nov 6, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System | Nov 6, 2017 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks | Nov 6, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Robust Speech Recognition Using Generative Adversarial Networks | Nov 5, 2017 | Generative Adversarial NetworkRobust Speech Recognition | —Unverified | 0 |
| Guiding the search in continuous state-action spaces by learning an action sampling distribution from off-target samples | Nov 4, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Parametrizing filters of a CNN with a GAN | Oct 31, 2017 | Generative Adversarial Network | —Unverified | 0 |
| SVSGAN: Singing Voice Separation via Generative Adversarial Network | Oct 31, 2017 | Generative Adversarial Network | —Unverified | 0 |
