| Image Colorization with Generative Adversarial Networks | Mar 14, 2018 | ColorizationGenerative Adversarial Network | CodeCode Available | 0 |
| Tracking by Prediction: A Deep Generative Model for Mutli-Person localisation and Tracking | Mar 9, 2018 | Generative Adversarial NetworkPedestrian Trajectory Prediction | —Unverified | 0 |
| Generating Artificial Data for Private Deep Learning | Mar 8, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing | Mar 5, 2018 | Generative Adversarial Network | CodeCode Available | 0 |
| New Results on Multi-Step Traffic Flow Prediction | Mar 4, 2018 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network | Mar 4, 2018 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 0 |
| The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches | Mar 3, 2018 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data | Mar 2, 2018 | Generative Adversarial NetworkSpeech Enhancement | —Unverified | 0 |
| Generating High Quality Visible Images from SAR Images Using CNNs | Feb 27, 2018 | ColorizationGenerative Adversarial Network | —Unverified | 0 |
| Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network | Feb 27, 2018 | Computed Tomography (CT)Generative Adversarial Network | —Unverified | 0 |
| Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees | Feb 23, 2018 | Compressive SensingGenerative Adversarial Network | CodeCode Available | 0 |
| Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection | Feb 21, 2018 | Generative Adversarial NetworkLesion Detection | —Unverified | 0 |
| Differentially Private Generative Adversarial Network | Feb 19, 2018 | Generative Adversarial Network | CodeCode Available | 0 |
| Online Detection of Action Start in Untrimmed, Streaming Videos | Feb 19, 2018 | Action DetectionGenerative Adversarial Network | —Unverified | 0 |
| DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) | Feb 18, 2018 | Data AugmentationDeep Attention | —Unverified | 0 |
| CapsuleGAN: Generative Adversarial Capsule Network | Feb 17, 2018 | General ClassificationGenerative Adversarial Network | CodeCode Available | 0 |
| Inverting The Generator Of A Generative Adversarial Network (II) | Feb 15, 2018 | Generative Adversarial NetworkRetrieval | CodeCode Available | 0 |
| 3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network | Feb 15, 2018 | Computed Tomography (CT)Decoder | —Unverified | 0 |
| Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network | Feb 13, 2018 | DemosaickingDenoising | —Unverified | 0 |
| Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier | Feb 13, 2018 | Generative Adversarial NetworkImage Forgery Detection | CodeCode Available | 0 |
| Pseudo-Recursal: Solving the Catastrophic Forgetting Problem in Deep Neural Networks | Feb 12, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Spectral Image Visualization Using Generative Adversarial Networks | Feb 7, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets | Feb 7, 2018 | Generative Adversarial NetworkSegmentation | —Unverified | 0 |
| SCH-GAN: Semi-supervised Cross-modal Hashing by Generative Adversarial Network | Feb 7, 2018 | Generative Adversarial NetworkReinforcement Learning | —Unverified | 0 |
| Geometry-Contrastive GAN for Facial Expression Transfer | Feb 6, 2018 | Contrastive LearningGenerative Adversarial Network | CodeCode Available | 0 |
| DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text | Feb 5, 2018 | Dialogue GenerationDiversity | CodeCode Available | 0 |
| Bayesian Renewables Scenario Generation via Deep Generative Networks | Feb 2, 2018 | DiversityGenerative Adversarial Network | CodeCode Available | 0 |
| tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow | Jan 29, 2018 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| Global and Local Consistent Age Generative Adversarial Networks | Jan 25, 2018 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST | Jan 25, 2018 | Generative Adversarial NetworkLesion Segmentation | —Unverified | 0 |
| DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks | Jan 22, 2018 | Action RecognitionGenerative Adversarial Network | —Unverified | 0 |
| Multi-pseudo Regularized Label for Generated Data in Person Re-Identification | Jan 21, 2018 | Generative Adversarial NetworkPerson Re-Identification | —Unverified | 0 |
| Side Information for Face Completion: a Robust PCA Approach | Jan 20, 2018 | Face RecognitionFacial Inpainting | —Unverified | 0 |
| Deep learning for determining a near-optimal topological design without any iteration | Jan 13, 2018 | DecoderGenerative Adversarial Network | —Unverified | 0 |
| Instance Map based Image Synthesis with a Denoising Generative Adversarial Network | Jan 10, 2018 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| eCommerceGAN : A Generative Adversarial Network for E-commerce | Jan 10, 2018 | Generative Adversarial Network | —Unverified | 0 |
| SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis | Jan 9, 2018 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| High-throughput, high-resolution registration-free generated adversarial network microscopy | Jan 7, 2018 | Generative Adversarial NetworkImage Registration | CodeCode Available | 0 |
| Learning Implicit Brain MRI Manifolds with Deep Learning | Jan 5, 2018 | Deep LearningDenoising | —Unverified | 0 |
| Crossing Generative Adversarial Networks for Cross-View Person Re-identification | Jan 4, 2018 | Cross-Modal Person Re-IdentificationGenerative Adversarial Network | —Unverified | 0 |
| Autoregressive Generative Adversarial Networks | Jan 1, 2018 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Improve Training Stability of Semi-supervised Generative Adversarial Networks with Collaborative Training | Jan 1, 2018 | General ClassificationGenerative Adversarial Network | —Unverified | 0 |
| Generating Differentially Private Datasets Using GANs | Jan 1, 2018 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Towards a Testable Notion of Generalization for Generative Adversarial Networks | Jan 1, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Image Quality Assessment Techniques Improve Training and Evaluation of Energy-Based Generative Adversarial Networks | Jan 1, 2018 | Generative Adversarial NetworkImage Quality Assessment | —Unverified | 0 |
| MaskGAN: Better Text Generation via Filling in the _______ | Jan 1, 2018 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Deformable GANs for Pose-based Human Image Generation | Dec 29, 2017 | Generative Adversarial NetworkGesture-to-Gesture Translation | CodeCode Available | 0 |
| Use of Generative Adversarial Network for Cross-Domain Change Detection | Dec 24, 2017 | Change DetectionGenerative Adversarial Network | —Unverified | 0 |
| Context-Aware Semantic Inpainting | Dec 21, 2017 | Generative Adversarial NetworkImage Inpainting | —Unverified | 0 |
| Simulating Patho-realistic Ultrasound Images using Deep Generative Networks with Adversarial Learning | Dec 21, 2017 | Generative Adversarial Network | —Unverified | 0 |