Image-to-Image Translation

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6 papers in the last four weeks, down 14% on the four weeks before. 0.1% of all new papers.

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

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

    Carnegie Mellon University

  2. 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

    UFR SFA · University of Poitiers, CNRS, XLIM, France · I3M common laboratory CNRS-Siemens Healthinners, Poitiers University Hospital and University of Poitiers, France +4

  3. 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

    imec, 3001 Leuven, Belgium · imec-IPI-Ghent University, 9000 Ghent, Belgium · Yale University, New Haven, CT, USA

  4. 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

    Department of Computer Science and Software Engineering[cs.GR] Milwaukee School of Engineering Milwaukee, WI US

  5. 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

    Institute of Artificial Intelligence, Ulm University, 89081, Ulm, Germany · Institute of Orthopaedic Research and Biomechanics, Centre for Trauma Research, University Hospital Ulm, Helmholtzstrasse 14, 89081, Ulm, Germany · AI for Sensor Data Analytics Research Group, Ulm University of Applied Sciences,2026 89081, Ulm, Germany

  6. 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

    Department of Radiology, Northwestern University, Chicago, IL, USA · Department of Biomedical Engineering, Yale University, New Haven, CT, USA · Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA

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

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

    South China University of Technology, Guangzhou 510640, China · UTS Data Science Institute, University of Technology Sydney, Ultimo, NSW 2007, Australia

  8. 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

    Simon Fraser University, Burnaby, Canada · Huawei Canada, Vancouver, Canada · Simon Fraser University, Vancouver, Canada

  9. Vision-Encoder Behavioral Fingerprints of Image-to-Image Generative Models: A Training-Paradigm-Driven Taxonomy of Six Commercial APIs

    Jun 10, 2026Hunter HillImage-to-Image TranslationImage Generation Evaluation

  10. 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

    Department of Mechanical and Industrial Engineering, New Jersey Institute of Technology · Department of Physics, New Jersey Institute of Technology · Department of Computer Science, Sam Houston State University +2

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

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

    AIS Lab, Turku University of Applied Sciences, Turku, Finland

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

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

    1Tsinghua University, Beijing, China.

  13. 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

    1The University of Hong Kong · 2Shenyang Institute of Automation, Chinese Academy of Sciences · 3The Chinese University of Hong Kong +1

  14. 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

    University of Chinese Academy of Sciences

  15. 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

    Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA · Department of Pathology, Johns Hopkins Hospital,2026 Baltimore, MD, USA

  16. 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

    ∗School of Engineering and Applied Sciences, Harvard University · ‡Kempner Institute, Harvard University · †Center for Advanced Medical Computing and Analysis, Massachusetts General Hospital and Harvard Medical School

  17. 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

    Department of Data Science, University of Michigan, Ann Arbor, MI, USA · Department of Information Science, University of Michigan, Ann Arbor, MI, USA · Department of Computer Science, University of Michigan, Ann Arbor, MI, USA +8

  18. 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

    Department of Diagnostics and Intervention, Radiation Physics, Biomedical Engineering, Umeå University, Universitetstorget, 4, Umeå, 90187, Sweden · Unit of Artificial Intelligence and Computer Systems, Department of Engineering, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, Roma, 00128, Italy · Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, Roma, 00168, Italy +12

  19. 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

    Machine Learning and Perception Lab, Università degli Studi di Udine, 33100 Udine, Italy · Centro di Riferimento Oncologico di Aviano IRCCS, 33081 Aviano, Italy

  20. 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

    Technical University of Denmark, Kongens Lyngby, Denmark

  21. 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

    College of Computer Science and Artificial Intelligence, Fudan University, Shanghai 200433, China · Institute of Trustworthy Embodied AI, Fudan University, Shanghai 200433, China

  22. 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

    Department of Nanobiophysics, Faculty of Science and Technology, University of Twente, Drienerlolaan 5, 7522 NB Enschede, The Netherlands · Image-Guided Surgery, Department of Surgery, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands · Department of Radiology, Netherlands Cancer Institute, Amsterdam, The Netherlands +1

  23. 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

    Seoul National University · ECE, IPAI, ASRI in SNU

  24. 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

    Department of Geosciences, King Fahd University of Petroleum and Minerals, Dhahran, 31261, Saudi Arabia. · Center for Integrative Petroleum Research, King Fahd University of Petroleum and Minerals, Dhahran, 31261, Saudi Arabia

  25. 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

    Department of Geosciences, King Fahd University of Petroleum and Minerals, Dhahran, 31261, Saudi Arabia. · Center for Integrative Petroleum Research, King Fahd University of Petroleum and Minerals, Dhahran, 31261, Saudi Arabia

  26. 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

    Austrian Institute of Technology, Giefinggasse 4, 1210 Vienna, Austria · Technical University of Munich (TUM), TUM School of Engineering and Design, Chair of Remote Sensing Technology, Arcisstr. 21, 80333 Munich, Germany · University of Cambridge, William Gates Building, 15 JJ Thomson Ave., CB3 0FD Cambridge, UK +3

  27. A Hybrid Approach for Closing the Sim2real Appearance Gap in Game Engine Synthetic Datasets

    May 4, 2026Stefanos PasiosImage-to-Image TranslationSim-to-Real Transfer

    independent researcher

  28. 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

    Geomatics Program, College of Science and Technology, North Carolina A&T Technical State University, Greensboro, North Carolina 27411, USA · Institute for Water, Environment and Health, United Nations University, Richmond Hill, Ontario, Canada

  29. 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

    Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital (AöR), University of Duisburg-Essen, Essen, Germany · Institute of Computer Graphics and Vision, Graz University of Technology, Inffeldgasse 16, Graz, 8010, Austria · Center for Virtual and Extended Reality in Medicine (ZvRM), University Hospital Essen (AöR), Essen, Germany +7

  30. 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

    Codec Avatars Lab, Meta · University of Tübingen · Max Planck Institute for Informatics, Saarland Informatics Campus