Image-to-Image Translation

Latest papers 66

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  1. OmniTaskonomy: When Does Visual Generation Improve Visual Understanding?

    Sep 29, 2026Jiaxin Ge, Yiming Qin, Ji Xie +13Image-to-Image TranslationVisual Representation Learning

  2. In-Token Learning for High-Fidelity Image Restoration via Diffusion Transformers

    Sep 27, 2026Xingfu Yi, Xiaoxue YuImage-to-Image TranslationDiffusion Transformer

  3. Anatomy-Aware Synthesis of Post-Contrast Breast MRI from Pre-Contrast Images

    Sep 22, 2026Zhengbo Zhou, Dooman Arefan, Lin Gu +2Image-to-Image TranslationMagnetic Resonance Imaging

  4. Bridging Modalities on the Cortex: Surface-based MRI to PET Translation with a Diffusion Bridge

    Sep 17, 2026Yitong Li, Alexandra Samoylova, Fabian Bongratz +4Image-to-Image TranslationVision Transformer

  5. FROD: Feature Matching Residual Denoising Oracle Bone Decipher

    Sep 15, 2026Yanbin Hou, Biao Xiong, Guojun Xu +4Image-to-Image TranslationDiffusion Models

  6. RGB-to-IR image translation for infrared vehicle detection in unseen UAV domains

    Sep 2, 2026Thijs A. Eker, Ella P. Fokkinga, Jan Erik van Woerden +4Infrared Object DetectionSynthetic Data Generation

  7. Semi-Supervised Virtual Staining via Morphology Preservation and Histopathological Realism Constraints

    Sep 1, 2026Baoshun Wang, Weiping Lin, Linwu Wang +3Computational PathologyImage-to-Image Translation

  8. HELIOS: From midnight to noon, continuous outdoor urban scene relighting

    Sep 1, 2026Hala Djeghim, Nathan Piasco, Luis Roldão +4Image-to-Image TranslationAutonomous Driving

  9. Discrete Diffusion Bridges for Spatiotemporally Aligned Image Translation and Generation

    Aug 30, 2026Xing Xie, Jiawei Liu, Shijun Zhou +4Masked Diffusion ModelsImage-to-Image Translation

  10. HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing

    Aug 12, 2026Zhenjie Yang, Xingyu Jiao, Guopeng Zhong +18Image-to-Image TranslationSynthetic Data Generation for Robotics

  11. Beyond Fixed Luminance: Towards Panchromatic and Orthochromatic Image Colorization

    Aug 11, 2026Swarnim Maheshwari, Syed Imam Ali, Vineeth N. BalasubramanianImage-to-Image Translation

  12. SC-Diff: Semantically Calibrated Diffusion for Visible-to-Infrared Image Translation

    Aug 9, 2026Junyin Zhang, Siyu Huang, Jianxiong Ye +4Image-to-Image TranslationLatent Diffusion Models

  13. Compositional Cross-Modality Translation via Whole-Volume Multitask Latent Flow Matching

    Aug 8, 2026Daniele Molino, Alessio Zoboli, Camillo Maria Caruso +2Image-to-Image TranslationMulti-Task Learning

  14. UniCycleFlow: Bidirectional Unpaired Image Translation with a Shared Rectified Flow

    Aug 7, 2026Xianhao Zhou, Jianghao Wu, Shaoting Zhang +1Image-to-Image TranslationRectified Flow

  15. PRISM: Distribution-Gated Flow Matching for Controllable Unpaired Image Translation

    Aug 6, 2026Elad Yoshai, Natan T. ShakedFlow MatchingImage-to-Image Translation

  16. Beyond Edge Maps: Wavelet-Domain Conditioning for Multi-Adapter Map-to-Satellite Diffusion

    Jul 29, 2026Arisha PrasainImage-to-Image TranslationRemote Sensing

  17. Physics-Informed Deep Learning Model for Cross-Modality Super-Resolution in Fluorescence Microscopy

    Jul 23, 2026Mohammad Soltaninezhad, Elena Corbetta, Francisco Paez Larios +4Image-to-Image TranslationPhysics-Informed ML

  18. MTVDiff: Multimodal Conditional Latent Diffusion for Enhanced Thermal-to-Visible Face Translation

    Jul 22, 2026Zhiyuan Xia, Haojie Li, Jingyu Lin +2Image-to-Image TranslationLatent Diffusion Models

  19. Posterior Samplings are Missing Modalities Generators for Medical Image Translation

    Jul 21, 2026Jonghun KimMissing-Modality LearningImage-to-Image Translation

  20. Consistent Feature Transport for Image Relighting

    Jul 20, 2026Bohan Zhang, Huanwei Liang, Yuhan He +5Image-to-Image TranslationImage Relighting

  21. Reviving Ancient Paintings via Poem: A Colorization Framework for Aligning Cultural Semantics

    Jul 20, 2026Junming Gao, Biao Zhu, Xiaosong Wang +1Diffusion Models for Image RestorationImage-to-Image Translation

  22. Cyclone: Diffusion Model for Cycle-Consistent Weather Editing from Unpaired Driving Data

    Jul 15, 2026Thang-Anh-Quan Nguyen, Moussab Bennehar, Luis Guillermo Roldao Jimenez +5Synthetic Data AugmentationImage-to-Image Translation

  23. Virtual Chromoendscopy with Tunable Visibility Enhancement

    Jul 14, 2026Yuhi Kanno, Yusuke Monno, Sho Suzuki +2EndoscopyMedical Imaging

  24. Enabling 24-hour Agricultural Robotics: Unsupervised Day-to-Night Cross-Modal Image Translation for Nighttime Visual Navigation

    Jul 13, 2026Robel Mamo, Rajitha de Silva, Grzegorz Cielniak +1Image-to-Image TranslationRobot Navigation

  25. GHOST: Geometry-Guided Hallucination of Opaque Surface Textures

    Jul 13, 2026Langxu Zhao, Zuan Gu, Tianhan GaoImage-to-Image Translation3D Reconstruction

  26. Spectral Consistent Flow for One-step 3D Medical Image Translation

    Jul 12, 2026Haoqing Li, Jun Shi, Mingchao Li +4Image-to-Image TranslationMedical Image Synthesis

  27. Heterogeneity-Adaptive Diffusion Schrodinger Bridge for PET-Guided Whole-Body MRI Translation

    Jul 8, 2026Chengbo Wang, Jiacheng Yu, Linjie Bian +7Diffusion Model GuidanceImage-to-Image Translation

  28. Do Not Break the Vessels: Structure-Preserving Mean Flow for Vascular Image Translation

    Jun 30, 2026Changjin Sun, Zhuo Hu, Kaini Wang +6Medical ImagingImage-to-Image Translation

  29. WarpI2I: Image Warping for Image-to-Image Translation

    Jun 30, 2026Shen Zheng, Anurag Ghosh, Gaurav Parmar +1Image-to-Image TranslationLatent Diffusion Models

  30. Prob-BBDM: a Probabilistic Brownian Bridge Diffusion Model for MRI sequence image-to-image translation

    Jun 23, 2026Martin Valls, Pascal Bourdon, Christine Fernandez-Maloigne +2Image-to-Image TranslationMagnetic Resonance Imaging

  31. Addressing Detail Bottlenecks in Latent Diffusion for RGB-to-SWIR Image Translation

    Jun 18, 2026Kaili Wang, Martin Dimitrievski, Jose Maria Salvador +3Image-to-Image TranslationLatent Diffusion Models

  32. Multimodal Image Colorization: Quantifying the Impact of Text-Conditioned Guidance on Grayscale-to-Color Translation

    Jun 16, 2026Colten Reissmann, Hugo Garrido-Lestache BelinchonImage-to-Image TranslationConditional Image Generation

  33. Do We Really Need Diffusion? A Fast U-Net for Paired Medical Image Translation

    Jun 16, 2026Alicia Pirwass, Birte Glimm, Michael Munz +1Image-to-Image TranslationU-Net

  34. PPDM: Pixel Puzzling Diffusion Model for Speed and Memory Efficient Volumetric Medical Image Translation

    Jun 13, 2026Tianqi Chen, Jun Hou, Yinchi Zhou +3Diffusion Models for Image RestorationImage-to-Image Translation

  35. Unified MRI Brain Image Translation via Hierarchical Tumor Structure Comparison

    Jun 11, 2026Yupeng Cai, Jia Wei, Jianlong ZhouImage-to-Image TranslationMedical Image Synthesis

  36. HairPort: In-context 3D-aware Hair Import and Transfer for Images

    Jun 10, 2026Alireza Heidari, Amirhossein Alimohammadi, Wallace Michel Pinto Lira +2Image-to-Image TranslationImage Style Transfer

  37. Reconstructing Synthetic SDO/AIA 193 A EUV Images from He I 10830 A Observations with Diffusion Model Translator

    Jun 7, 2026Marco Marena, Qin Li, Haimin Wang +3Image-to-Image TranslationImage Reconstruction

  38. MariData: One-Step Unpaired Image Translation for Maritime Environments

    Jun 2, 2026Santeri Henriksson, Mehdi Asadi, Amin Majd +1Image-to-Image TranslationSynthetic Data Generation

  39. GuidedBridge: Training-freely Improving Bridge Models with Prior Guidance

    Jun 2, 2026Zehua Chen, Yucheng Yang, Binjie Yuan +3Image-to-Image Translation

  40. Decoupled Residual Denoising Diffusion Models for Unified and Data Efficient Image-to-Image Translation

    May 31, 2026Ziyue Lin, Jiahe Hou, Hongyu Xia +6Diffusion Model AlignmentImage-to-Image Translation

  41. Resolving Endpoint Underfitting in Diffusion Bridges via Noise Alignment

    May 27, 2026Yurong Gao, Zicheng Zhang, Congying Han +2Diffusion Models for Image RestorationImage-to-Image Translation

  42. Virtual 3D H&E Staining from Phase-contrast Back-illumination Interference Tomography

    May 21, 2026Anthony Song, Boyan Zhou, Mayank Golhar +3Computational PathologyImage-to-Image Translation

  43. LiFT: Lifted Inter-slice Feature Trajectories for 3D Image Generation from 2D Generators

    May 18, 2026Xinhe Zhang, Yuyang Zhang, Pengfei Jin +3Image-to-Image TranslationMedical Image Synthesis

  44. A Conditional U-Net Pipeline with Pre- and Post-Processing for Aerial RGB-to-Thermal Image Translation

    May 17, 2026Tseten Sherpa, Sikandar Ali, Shubham Parab +5Thermal ImagingImage-to-Image Translation

  45. Cross Modality Image Translation In Medical Imaging Using Generative Frameworks

    May 13, 2026Giulia Romoli, Filippo Ruffini, Francesco Di Feola +20Image-to-Image TranslationMedical Image Synthesis

  46. H3D-MarNet: Wavelet-Guided Dual-Path Learning for Metal Artifact Suppression and CT Modality Transformation for Radiotherapy Workflows

    May 12, 2026Mubashara Rehman, Niki Martinel, Michele Avanzo +2Image EnhancementImage-to-Image Translation

  47. WildRelight: A Real-World Benchmark and Physics-Guided Adaptation for Single-Image Relighting

    May 12, 2026Lezhong Wang, Mehmet Onurcan Kaya, Siavash Bigdeli +1Synthetic-to-Real Domain AdaptationTest-Time Adaptation

  48. From Synthetic to Real: Toward Identity-Consistent Makeup Transfer with Synthetic and Real Data

    May 8, 2026Yue Yu, Jiayu Wang, Jiajia Shi +2Synthetic-to-Real Domain AdaptationImage-to-Image Translation

  49. A Paired Point-of-Care Ultrasound Dataset for Image Quality Enhancement and Benchmarking via a cGAN Baseline

    May 8, 2026Lennard M. van Karnenbeek, Hilde G. A. van der Pol, Mark Wijkhuizen +5Image-to-Image TranslationUltrasound Imaging

  50. DBMSolver: A Training-free Diffusion Bridge Sampler for High-Quality Image-to-Image Translation

    May 7, 2026Sankarshana Venugopal, Mohammad Mostafavi, Jonghyun ChoiImage-to-Image TranslationDiffusion Sampling

  51. Reservoir property image slices from the Groningen gas field for image translation and segmentation

    May 5, 2026Abdulrahman Al-Fakih, Nabil Sariah, Ardiansyah Koeshidayatullah +1Image-to-Image Translation

  52. Robustness and Transferability of Pix2Geomodel for Bidirectional Facies Property Translation in a Complex Reservoir

    May 5, 2026Abdulrahman Al-Fakih, Nabil Sariah, Ardiansyah Koeshidayatullah +2Image-to-Image TranslationGenerative Adversarial Networks

  53. deSEO: Physics-Aware Dataset Creation for High-Resolution Satellite Image Shadow Removal

    May 5, 2026Lorenzo Beltrame, Jules Salzinger, Filip Svoboda +4Remote Sensing Image UnderstandingShadow Removal

  54. FLoRA: Fusion-Latent for Optical Reconstruction and Flood Area Segmentation via Cross-Modal Multi-Task Distillation Network

    May 4, 2026Jagrati Talreja, Tewodros Syum Gebre, Leila Hashemi-BeniCross-Modal Knowledge DistillationMulti-Source Image Fusion

  55. VS-DDPM: Efficient Low-Cost Diffusion Model for Medical Modality Translation

    Apr 24, 2026Nikoo Moradi, Gijs Luijten, Behrus Hinrichs-Puladi +4Image-to-Image Translation3D Medical Imaging

  56. GeoRelight: Learning Joint Geometrical Relighting and Reconstruction with Flexible Multi-Modal Diffusion Transformers

    Apr 22, 2026Yuxuan Xue, Ruofan Liang, Egor Zakharov +6Image-to-Image TranslationDiffusion Transformer