Cross-Modality

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8 papers in the last four weeks, up 167% on the four weeks before. 0.1% of all new papers.

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  1. Med-RADIO: Reducing All Medical Domains Into One via Multi-Teacher Distillation

    Sep 29, 2026Chu Zhang, Haoyu Jiang, Hongyuan Zhang +2Medical ImagingMultimodal Clinical Data

    Center for Artificial Intelligence and Robotics, Hong Kong Institute of Science and Innovation, Chinese Academy of Sciences, Hong Kong, China

  2. S2T-Unet: A Structure-to-Style Framework for Inter-Modality MRI Translation

    Sep 29, 2026Yichao LiuMagnetic Resonance ImagingCross-Modality

    Heidelberg University, IWR, Germany

  3. What Makes High-Magnification Knowledge Transferable? A Study of Cross-Resolution Distillation in Whole-Slide Imaging

    Sep 29, 2026Zhiyuan Yang, Jiahao Cheng, Mahdi S. HosseiniWhole-Slide ImagesCross-Task Knowledge Transfer

    Department of Computer Science and Software Engineering (CSSE) Concordia University Montreal, Canada · Department of Computer Science and Software Engineering (CSSE) Concordia University Montreal, Canada Mila – Quebec AI Institute Montreal, Canada

  4. Multimodal LLMs Outperform Pathology Foundation Models in Cross-Domain Histological Similarity

    Sep 26, 2026Yishu Zhang, Yun Li, Daiwei ZhangPathology Foundation ModelsMultimodal Clinical Data

    University of North Carolina at Chapel Hill

  5. OREN-X: Octree Residual Network for Real-Time Multi-Modal Mapping

    Sep 24, 2026Zhirui Dai, Qihao Qian, Dinh Minh Nguyen +63D MappingSimultaneous Localization And Mapping

    Department of Electrical and Computer Engineering, University of California San Diego, La Jolla, CA 92093, USA · VinMotion · Parsons +2

  6. Fast Cross-Strength Multi-Contrast Brain MRI Translation using Latent Bridge Matching

    Sep 17, 2026Siddharth Srivastava, Till BretschneiderMagnetic Resonance ImagingMedical Image Generation

    University of Warwick, United Kingdom

  7. Unified CT and MRI Pancreas Segmentation for Label-Efficient Cross-Modality Subregion Transfer

    Sep 14, 2026Ziliang Hong, Hongyi Pan, Halil Ertugrul Aktas +7Cross-ModalityMagnetic Resonance Imaging

    Department of Radiology, Northwestern University, Chicago, IL, USA · Division of Gastroenterology and Hepatology, Mayo Clinic Florida, Jacksonville, FL, USA · Department of Gastroenterology and Hepatology, Northwestern University, Chicago, IL, USA

  8. Prototype Matters: Modality-unified Prototype Self-distillation for Unsupervised Visible-infrared Person Re-identification

    Sep 11, 2026Menglin Wang, Xiaojin GongRe-IdentificationCross-Modality

    Nanjing Normal University Nanjing, China · Zhejiang University Hangzhou, China

  9. Conditional Flow Matching for Cross-Field MRI Harmonisation

    Sep 1, 2026Baris Imre, Aram Salehi, Levente Baljer +3Magnetic Resonance ImagingConditional Flow Matching

    Division of Image Processing, Department of Radiology, Leiden University Medical Center · Department of Human Genetics, Radboud University Medical Center · Department of Radiology, Leiden University Medical Center +2

  10. UniMod: Enhancing Multi-Modal Medical Diagnosis through Cross-Modality and Within-Modality Alignment

    Aug 10, 2026Zijian Gu, Weikai Lin, Shuang Zhou +2Multimodal Clinical DataCross-Modality

    University of Central Florida · Orlando, FL, United States · University of Rochester +5

  11. Task-Adaptive 3D Cross-Field MRI Translation via Field-Conditioned Content-Style Pretraining

    Aug 10, 2026Haowen Pang, Yingqi Hao, Pengli ZhuMagnetic Resonance Imaging DatasetMagnetic Resonance Imaging

    School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing, China · School of Biomedical Engineering, Tsinghua Medicine, Tsinghua University, Beijing, China · Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong, China

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

    Aug 8, 2026Daniele Molino, Alessio Zoboli, Camillo Maria Caruso +2Cross-ModalityConditional Variational Autoencoder

    Unit of Artificial Intelligence and Computer Systems, Department of Engineering, Università Campus Bio-Medico di Roma, Rome, Italy · UniCamillus – Saint Camillus International University of Health Sciences, Rome, Italy · Department of Diagnostics and Intervention, Biomedical Engineering and Radiation Physics, Umeå University, Umeå, Sweden

  13. Open-Linguistic Concept Unified Learning for Cross-Site Interpretable Dermatology Image Diagnosis

    Aug 4, 2026Chengyu Wu, Junpeng Tan, Wanxiang Luo +3Skin Lesion ClassificationMedical Vision-Language Models

    Zhejiang University Hangzhou, China · Westlake University Hangzhou, China · Harbin Institute of Technology Shenzhen, China +1

  14. Shared Semantic Codebook Distillation for Unpaired Cross-Modal Medical Classification

    Jul 29, 2026Dillan Imans, Phuoc-Nguyen Bui, Duc-Tai Le +1Cross-Modal DistillationCross-Modality

    Department of Computer Science and Engineering, Sungkyunkwan University, Suwon, South Korea · Convergence Research Institute, Sungkyunkwan University, Suwon, South Korea · Department of AI Systems Engineering, Sungkyunkwan University, Suwon, South Korea +1

  15. Decoupling Cross-Modality Manifold Discrepancy: Leveraging Visible Diffusion Priors for Infrared Super-Resolution

    Jul 23, 2026Yunpeng Hua, Hongwei Yu, Jiawei Li +3Hyperspectral Image Super-ResolutionResidual Conditional Diffusion Model

    University of Science and Technology Beijing, Beijing, China

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

    Jul 21, 2026Jonghun KimMissing ModalitiesCross-Modality

    Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, Korea

  17. Linguistic Context Recodes Visual Representations in Vision-Language Models

    Jul 21, 2026Brian Song, Michael A. Lepori, Ellie PavlickVisual RepresentationsCross-Modality

    Brown University

  18. FM2^2: Unified Federated Foundation Models for Heterogeneous Multimodal Medical Imaging

    Jul 15, 2026Shengchao Chen, Ting ShuMultimodal Foundation ModelCross-Modality

    School of Artificial Intelligence, Shenzhen University Shenzhen, China · Australian AI Institute, University of Technology Sydney Sydney, Australia

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

    Jul 12, 2026Haoqing Li, Jun Shi, Mingchao Li +4Cross-Modality3D Generation

    University of Science and Technology of China, Hefei, China · Department of Nuclear Medicine, The First Affiliated Hospital of USTC, Hefei, China · Division of Life Sciences and Medicine, USTC, Hefei, China +1

  20. Two-Stage Cross-Domain Cervical Abnormality Screening with Cytopathological Image Synthesis and Knowledge Distillation

    Jun 26, 2026Jincheng Li, Yuzhi He, Yihui Zhan +6Cancer DetectionCross-Modality

    School of Artificial Intelligence and Computer Science, Nantong University, Nantong 226019, China · School of Telecommunications Engineering, Xidian University, Xi’an 710126, China · College of Computer Science and Technology, Zhejiang University, Hangzhou 310058, China +2

  21. Large Language Model Teaches Visual Students: Cross-Modality Transfer of Fine-Grained Conceptual Knowledge

    Jun 25, 2026Thomas Shih-Chao Liang, Zhuoran Yu, Yong Jae LeeCross-Modality

    University of Wisconsin-Madison

  22. Cross-Modality Structural Guidance in 3D Latent Diffusion for Robust FLAIR Super-Resolution

    Jun 24, 2026Haoyu Lan, Jiazhen Zhang, John Onofrey +4Generative Super-ResolutionMagnetic Resonance Imaging

    University of Southern California · Yale University

  23. Polyp-D2ATL: Deep Domain-Adaptive Transfer Learning for Colorectal Polyp Classification under Label Distribution Shift

    Jun 12, 2026Sajad Jabarzadeh Ghandilu, Maryam Sadat Hosseini Azad, Shahriar Baradaran Shokouhi +1Polyp SegmentationCancer Detection

    School of Electrical Engineering, Sharif University of Technology, Tehran, Iran · School of Electrical Engineering, Iran University of Science and Technology,2026 Tehran, Iran

  24. Hallucination in Medical Imaging AI: A Cross-Modality Analytical Framework for Taxonomy, Detection, and Mitigation under Regulatory Constraints

    Jun 11, 2026Omar Alshahrani, Muzammil BehzadMedical ImagingMultimodal Clinical Data

    King Fahd University of Petroleum & Minerals, Saudi Arabia · SDAIA-KFUPM Joint Research Center for Artificial Intelligence, Saudi Arabia

  25. DSFNet: Learning Dual-Domain Spectral Operators for Multi-Modality Spatio-Temporal Forecasting in Urban Transportation Systems

    Jun 5, 2026Yongchao Li, Yang Li, Zhuoxuan Li +4Spatio-Temporal ForecastingTemporal Dynamics

    School of Transportation, Southeast University, Nanjing 211189, China · Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Nanjing 211189, China · Department of Data Science, City University of Hong Kong, Hong Kong 999077, China +6

  26. SVHalluc: Benchmarking Speech-Vision Hallucination in Audio-Visual Large Language Models

    May 31, 2026Chenshuang Zhang, Kyeong Seon Kim, Chengxin Liu +1Large Language Model HallucinationObject Hallucination

    KAIST

  27. MGVQ: Synergizing Multi-dimensional Sensitivity-Aware and Gradient-Hessian Fusion for Vector Quantization

    May 20, 2026Zhong Wang, Zukang Xu, Xing Hu +1Large Language Model QuantizationSampling Bias Compensation

    Bauman Moscow State Technical University · Houmo AI

  28. Best Segmentation Buddies for Image-Shape Correspondence

    May 18, 2026Itai Lang, Dongwei Lyu, Dale Decatur +1Shape CorrespondenceShapes Constraint Language

    University of Chicago

  29. Bridging Data Trials and Task Barriers: A Unified Framework for Sketch Biometric Identification

    May 17, 2026Decheng Liu, Bin Hu, Xinbo Gao +4BiometricsSketches

  30. Mind the Gap: Learning Modality-Agnostic Representations with a Cross-Modality UNet

    May 16, 2026Xin Niu, Enyi Li, Jinchao Liu +3Cross-ModalityModality Gap

    Tianjin Key Laboratory of Intelligent Robotics, College of Artificial Intelligence, Nankai University, China, and also with Engineering Research Center of Trusted Behavior Intelligence, Ministry of Education, Nankai University, China. · VisionMetric Ltd, Canterbury, Kent, UK. · Department of Computer Science, Haifa University, Israel.

  31. VoxCor: Training-Free Volumetric Features for Multimodal Voxel Correspondence

    May 13, 2026Guney Tombak, Ertunc Erdil, Ender KonukogluCross-ModalityVoxel

    Biomedical Image Computing Group, ETH Zurich, Zurich, Switzerland · The LOOP Zurich – Medical Research Center, Zurich, Switzerland

  32. CORTEG: Foundation Models Enable Cross-Modality Representation Transfer from Scalp to Intracranial Brain Recordings

    May 11, 2026Liuyin Yang, Qiang Sun, Bob Van Dyck +2Electroencephalography Foundation ModelsBrain-Computer Interface

    Laboratory for Neuro- & Psychophysiology, Department of Neurosciences, KU Leuven

  33. Tumor-aware augmentation with task-guided attention analysis improves rectal cancer segmentation from magnetic resonance images

    May 6, 2026Aneesh Rangnekar, Joao Miranda, Natally Horvat +13Tumor SegmentationMagnetic Resonance Imaging Dataset

    Department of Medical Physics, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA · Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA · Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA +2

  34. FairEnc: A Fair Vision-Language Model with Fair Vision and Text Encoders for Glaucoma Detection

    May 6, 2026Mohamed Elhabebe, Ayman El-Baz, Qing LiuGlaucoma DetectionVision-Language Alignment

    Center for Machine Vision and Signal Analysis, University of Oulu, Finland · Department of Bioengineering, University of Louisville, USA · The Department of Physics and Engineering, UiT The Arctic University of Norway, Norway

  35. One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation

    May 4, 2026Nathan Molinier, Hendrik Möller, Thomas Dagonneau +6Multi Organ Computed Tomography SegmentationData Augmentation

    NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montreal · Mila – Quebec AI Institute · Department for Interventional and Diagnostic Neuroradiology, TUM UniversityMay Hospital +3

  36. Rethinking Model Selection in VLM Through the Lens of Gromov-Wasserstein Distance

    May 2, 2026Muyang Li, Yucheng Liu, Jianbo Ma +3Vision EncodersVision-Language Alignment

    1Sydney AI Centre, The University of Sydney · 2Dolby Laboratories · 3TMLR Group, Hong Kong Baptist University

  37. Borrowed Geometry: Cross-Distribution Head-Importance Fingerprints of Frozen Pretrained Gemma 4 31B

    May 1, 2026Abay BektursunFrozen Language ModelAblation

    Independent research

  38. Cross-Domain Transfer of Hyperspectral Foundation Models

    Apr 29, 2026Nick Theisen, Peer NeubertHyperspectral ImageCross-Modality

    Intelligent Autonomous Systems, University of Koblenz, Germany

  39. Temporal Prototyping and Hierarchical Alignment for Unsupervised Video-based Visible-Infrared Person Re-Identification

    Apr 23, 2026Zhiyong Li, Wei Jiang, Haojie Liu +3Re-IdentificationFine-Grained Video Understanding

    College of Control Science and Engineering, Zhejiang University, Hangzhou 310027, China · School of Computer Science and Technology, Zhejiang University of Water Resources and Electric Power, Hangzhou, 310018, China

  40. BioVLM: Routing Prompts, Not Parameters, for Cross-Modality Generalization in Biomedical VLMs

    Apr 19, 2026Mainak Singha, Tanisha Gupta, Ankit Jha +3Vision-Language Model AdaptationMultiple Prompt Learning Frameworks

    University of Trento, Italy · Carnegie Mellon University, USA · LNMIIT Jaipur, India +3

  41. Causal Bootstrapped Alignment for Unsupervised Video-Based Visible-Infrared Person Re-Identification

    Apr 17, 2026Shuang Li, Jiaxu Leng, Changjiang Kuang +3Re-IdentificationFine-Grained Video Understanding

    School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China

  42. CMTM: Cross-Modal Token Modulation for Unsupervised Video Object Segmentation

    Apr 16, 2026Inseok Jeon, Suhwan Cho, Minhyeok Lee +6Video Object SegmentationCross-Modality

    Yonsei University, Republic of Korea

  43. Federated Learning for Cross-Modality Medical Image Segmentation via Augmentation-Driven Generalization

    Feb 24, 2026Sachin Dudda Nagaraju, Ashkan Moradi, Bendik Skarre Abrahamsen +1Semi-Supervised Medical Image SegmentationCross-Modality

    Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway. · Central Staff, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.