Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization Aug 16, 2019 domain classification Image-to-Image Translation
Code Code Available Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation Jul 28, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Adversarial Self-Defense for Cycle-Consistent GANs Aug 5, 2019 Adversarial Attack Image-to-Image Translation
Code Code Available TraVeLGAN: Image-to-image Translation by Transformation Vector Learning Feb 25, 2019 Image-to-Image Translation Translation
Code Code Available Font Completion and Manipulation by Cycling Between Multi-Modality Representations Aug 30, 2021 Image-to-Image Translation Representation Learning
Code Code Available fRegGAN with K-space Loss Regularization for Medical Image Translation Mar 28, 2023 Image-to-Image Translation Translation
Code Code Available Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks Sep 3, 2018 Image Super-Resolution Image-to-Image Translation
Code Code Available Learning image-to-image translation using paired and unpaired training samples May 8, 2018 Image-to-Image Translation Translation
Code Code Available Separating Content and Style for Unsupervised Image-to-Image Translation Oct 27, 2021 Diversity Image-to-Image Translation
Code Code Available From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology Apr 11, 2022 Benchmarking Cancer Classification
Code Code Available FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentation Feb 28, 2024 Data Augmentation Few-Shot Learning
Code Code Available XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings Nov 14, 2017 Domain Adaptation Image-to-Image Translation
Code Code Available Unsupervised Multi-Domain Multimodal Image-to-Image Translation with Explicit Domain-Constrained Disentanglement Nov 2, 2019 Disentanglement Image-to-Image Translation
Code Code Available SingleGAN: Image-to-Image Translation by a Single-Generator Network using Multiple Generative Adversarial Learning Oct 11, 2018 Image-to-Image Translation Translation
Code Code Available ACE: Zero-Shot Image to Image Translation via Pretrained Auto-Contrastive-Encoder Feb 22, 2023 Contrastive Learning GPU
Code Code Available Galaxy Image Translation with Semi-supervised Noise-reconstructed Generative Adversarial Networks Jan 19, 2021 Image-to-Image Translation Survey
Code Code Available GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI Apr 6, 2025 Image-to-Image Translation Mamba
Code Code Available Learning the Prediction Distribution for Semi-Supervised Learning with Normalising Flows Jul 6, 2020 Attribute General Classification
Code Code Available Learning to Adapt Structured Output Space for Semantic Segmentation Feb 28, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available Do High-Performance Image-to-Image Translation Networks Enable the Discovery of Radiomic Features? Application to MRI Synthesis from Ultrasound in Prostate Cancer Mar 27, 2024 Image-to-Image Translation SSIM
Code Code Available What's in a Decade? Transforming Faces Through Time Oct 13, 2022 Attribute Image-to-Image Translation
Code Code Available Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation Feb 11, 2019 Attribute Disentanglement
Code Code Available AD-GAN: End-to-end Unsupervised Nuclei Segmentation with Aligned Disentangling Training Jul 23, 2021 Disentanglement Generative Adversarial Network
Code Code Available Triangle Generative Adversarial Networks Sep 19, 2017 Attribute Generative Adversarial Network
Code Code Available Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis Oct 15, 2019 Image Generation Image-to-Image Translation
Code Code Available Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation Oct 11, 2019 Data Augmentation Image-to-Image Translation
Code Code Available Domain Adaptation of Networks for Camera Pose Estimation: Learning Camera Pose Estimation Without Pose Labels Nov 29, 2021 Camera Pose Estimation Domain Adaptation
Code Code Available SDIT: Scalable and Diverse Cross-domain Image Translation Aug 19, 2019 Attribute Diversity
Code Code Available Adversarially Learned Inference Jun 2, 2016 Image Generation Image-to-Image Translation
Code Code Available Tiny Updater: Towards Efficient Neural Network-Driven Software Updating Jan 1, 2023 Efficient Neural Network image-classification
Code Code Available Generalizable Image Repair for Robust Visual Autonomous Racing Mar 7, 2025 Autonomous Racing Domain Adaptation
Code Code Available Diversity Augmented Conditional Generative Adversarial Network for Enhanced Multimodal Image-to-Image Translation Jan 1, 2021 Diversity Generative Adversarial Network
Code Code Available Learning Unsupervised Cross-domain Image-to-Image Translation Using a Shared Discriminator Feb 9, 2021 Image-to-Image Translation Translation
Code Code Available Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation Jul 5, 2019 Image-to-Image Translation Liver Segmentation
Code Code Available Learn to synthesize and synthesize to learn May 1, 2019 Attribute Data Augmentation
Code Code Available Cross-modal tumor segmentation using generative blending augmentation and self training Apr 4, 2023 Data Augmentation Image Generation
Code Code Available Generating Text Sequence Images for Recognition Jan 21, 2019 Image-to-Image Translation Translation
Code Code Available AttentionGAN: Unpaired Image-to-Image Translation using Attention-Guided Generative Adversarial Networks Nov 27, 2019 Image-to-Image Translation Translation
Code Code Available Segmentation Guided Image-to-Image Translation with Adversarial Networks Jan 6, 2019 Image-to-Image Translation Segmentation
Code Code Available LiDAR Sensor modeling and Data augmentation with GANs for Autonomous driving May 17, 2019 Autonomous Driving Data Augmentation
Code Code Available Adversarial Learning of Disentangled and Generalizable Representations for Visual Attributes Apr 9, 2019 Attribute Image-to-Image Translation
Code Code Available Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation Mar 28, 2019 Generative Adversarial Network Image-to-Image Translation
Code Code Available Segmenting France Across Four Centuries May 30, 2025 Benchmarking Image-to-Image Translation
Code Code Available Generative Adversarial Networks for Automatic Polyp Segmentation Dec 12, 2020 Image-to-Image Translation Translation
Code Code Available Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT Jun 20, 2018 Computed Tomography (CT) Image-to-Image Translation
Code Code Available Stochastic Optimal Control for Diffusion Bridges in Function Spaces May 31, 2024 Image-to-Image Translation Time Series
Code Code Available Attribute Guided Unpaired Image-to-Image Translation with Semi-supervised Learning Apr 29, 2019 Attribute Disentanglement
Code Code Available Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation Nov 27, 2017 Image Inpainting Image-to-Image Translation
Code Code Available XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation Apr 19, 2019 Data Augmentation Image Generation
Code Code Available Generative Modeling with Flow-Guided Density Ratio Learning Mar 7, 2023 Image-to-Image Translation
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