Multi-View Learning

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15 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Disentangling Multi-View Scanning in Mamba for Network Traffic Anomaly Detection

    Jul 24, 2026Xinglin Lian, Chengtai Cao, Ting Zhong +1MambaDisentangled Representation Learning

    University of Electronic Science and Technology of China · Chengdu, Sichuan, China · City University of Hong Kong +1

  2. G-MAD: A Game-Based Data Generation Framework for Multi-View RGB-T Aerial Object Detection

    Jul 22, 2026Yechan Kim, JongHyun Park, Dongho Yoon +2Multispectral Object DetectionSynthetic Data Generation

    LIG Defense&Aerospace Republic of Korea · Gwangju Institute of Science and Technology Republic of Korea

  3. Extending a Large View Synthesis Model for Multi-view Panoptic Segmentation

    Jul 22, 2026Kwonyoung Ryu, In-Jae Lee, Jonghyun Jin +3Panoptic SegmentationMulti-View Learning

    POSTECH · Seoul National University · POSCO DX +1

  4. Robust Multi-View Classification under Noisy Supervision via Global Anchor Consensus

    Jul 20, 2026Yuliang Yang, Hongzhe Zhang, Huiru WangMulti-View LearningNoisy-Label Learning

    College of Science, Beijing Forestry University, Beijing 100083, China · School of Software, North University of China, Taiyuan, Shanxi 030051, China

  5. MuViSeg: Multi-View Segment Correspondences from Dense Geometry Priors

    Jul 20, 2026Denis Fatykhoph, Timur Akhtyamov, Konstantin Pakulev +2Multi-View GeometryMulti-View Learning

    Applied AI Institute, Moscow, Russia

  6. Graph-Embedded Intuitionistic Fuzzy Broad Learning System: A Multi-view Framework

    Jul 18, 2026Yogesh Kumar, Manju, Mudasir GanaieMulti-View LearningClassification

    Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Rupnagar, 140001, Punjab, India.

  7. Variational Inference for Bird's Eye View Segmentation in Autonomous Driving

    Jul 16, 2026Jingyue Shi, Huaicheng Li, Junhui Zhao +1Multi-View LearningBird's-Eye-View Representation

  8. More Than Where You Are: Learning Semantics, Structure, and Geometry from Cross-View Localization

    Jul 14, 2026Mao Chen, Xiangkai Zhang, Zhiyong Liu +2Multi-View ConsistencyMulti-View Geometry

    State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, and also with the School of Artificial Intelligence, University of Chinese Academy of Sciences · Beijing Aerospace Control Center

  9. Understanding Structured Health Data through Interaction-Aware Mixture-of-Experts

    Jul 14, 2026Ji Hwan Park, Ying Ding, Tianjin GuoMulti-View LearningClinical Outcome Prediction

    Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, Texas, USA · School of Information, The University of Texas at Austin, Austin, Texas, USA · Kelley School of Business, Indiana University, Bloomington, Indiana, USA

  10. Longitudinal Multi-View Breast Cancer Risk Prediction

    Jul 13, 2026Solveig Thrun, Zijun Sun, Suaiba A. Salahuddin +5Breast CancerLongitudinal Medical Image Analysis

    Department of Physics and Technology, UiT The Arctic University of Norway, Tromsø, Norway · SPKI The Norwegian Centre for Clinical Artificial Intelligence, University Hospital of North Norway, Tromsø, Norway · Norwegian Computing Center, Oslo, Norway +1

  11. SPORT: Structure-Aware Prototype Disentanglement for Incomplete Multi-View Clustering

    Jul 11, 2026Yaoyuan Guo, Zhibin Gu, Songhe Feng +2Multi-View ConsistencyDisentangled Representation Learning

    College of Computer and Cyberspace Security, Hebei Normal University, Shijiazhuang 050024, China · Department of Statistics and Data Science, Southern University of Science and Technology, Shenzhen 518055, China · Key Laboratory of Tibetan Information Processing, Ministry of Education, Qinghai Normal University, Xining 810008, China +2

  12. Mixture of Enhanced-View Experts for Multi-Query Vehicle ReID and A Large-Scale Benchmark

    Jul 9, 2026Aihua Zheng, Jie Zhen, Chenglong Li +2Multi-View ConsistencyMulti-View Learning

    Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Artificial Intelligence, Anhui University. Hefei, 230601, China · Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Artificial Intelligence, Anhui University. Hefei, 230601, China · School of Artificial Intelligence, Anhui University of Science and Technology, Hefei 232001, China +1

  13. MVMGNN;Multi-View Masked Graph Neural Network for Alzheimer's Disease Diagnosis using Structural MRI

    Jul 8, 2026Ni Yao, Zhenxu Wang, Danyang Sun +6Graph Neural NetworksMulti-View Learning

    School of Computer Science and Technology, Zhengzhou University of Light Industry, Zhengzhou 450002, Henan, China · Department of Computer Science, Kennesaw State University Marietta, GA, USA · Department of Applied Computing, Michigan Technological University, Houghton, MI, USA +1

  14. Compass: Prostate Cancer Detection Needs Multi-View Context

    Jul 8, 2026Paul F. R. Wilson, Mohamed Harmanani, Zhuoxin Guo +6Medical ImagingMulti-View Learning

    Queen’s University, Kingston, Canada · Vector Institute, Toronto, Canada · University of British Columbia, Vancouver, Canada +3

  15. Token-Based Dual-view Fusion and Adaptation of Large Vision Models for Breast Cancer Classification

    Jul 7, 2026Aysan Ghayouri Pirsoltan, Shima Babakordi, Mohammad Reza MohammadiCross-AttentionMulti-View Learning

    School of Computer Engineering, Iran University of Science and Technology, Tehran, Iran · School of Computer Engineering, Iran University of Science and technology, Tehran, Iran

  16. Straight-Path Flow Matching for Incomplete Multi-View Clustering

    Jul 7, 2026Yiteng Yuan, Junyan Wang, Zheyuan Liu +4Missing-Modality LearningMulti-View Consistency

    School of Software Engineering, Huazhong University of Science and Technology, Wuhan, China · Australian Institute for Machine Learning, Adelaide University, Adelaide, Australia · University of Auckland, Auckland, New Zealand +2

  17. MAC-XA: Multi-view Anatomy-Correspondence Fusion for Coronary Stenosis Reporting from X-ray Angiography

    Jul 7, 2026Chen Jia, Baochang Zhang, Fatia Kusuma Dewi +4Radiology Report GenerationMulti-View Consistency

    Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany · relAI – Konrad Zuse School of Excellence in Reliable AI, Munich, Germany · German Heart Center Munich, Munich, Germany +3

  18. Intuitionistic Fuzzy Graph Embedded Random Vector Functional Link with Multiview Learning

    Jul 6, 2026Vrushank Ahire, Yogesh Kumar, M. A. GanaieMulti-View LearningClassification

    Dept. of Computer Science and Engineering, IIT Ropar, Punjab, India

  19. PulmoSight-XAI: An Explainable Multi-View Attention Ensemble with Gradient Boosting Meta-Learning for Multi-Label Chest X-Ray Classification

    Jul 5, 2026Moshiur Rahman, Shafqat Alam, Tasnia Binte MamunClass-Imbalanced LearningChest X-Ray Classification

    Department of Biomedical Engineering Bangladesh University of Engineering and Technology (BUET), Dhaka, Bangladesh

  20. Differential Amplifier-Inspired AmpAttention for Multi-View Robotic Manipulation

    Jul 3, 2026Jin Yang, Ping Wei, Nanning ZhengMulti-View LearningRobotic Manipulation

    National Key Laboratory of Human-Machine Hybrid Intelligence, and Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University

  21. FrameONE: Hierarchical Motion Modeling for Universal Multi-View Echocardiographic Keyframe Detection

    Jul 1, 2026Rusi Chen, Yuhao Huang, Hongyuan Zhang +4Representation LearningMulti-View Learning

    Medical Ultrasound Image Computing (MUSIC) Lab, Shenzhen University, Shenzhen, China · Centre for Artificial Intelligence and Robotics (CAIR), Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hongkong, China · School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China +2

  22. Learning Structurally Consistent Representations for Multi-View Radar Semantic Segmentation

    Jun 30, 2026Ali Zia, Muhammad Umer Ramzan, Abdelwahed Khamis +2Multi-View ConsistencyMulti-View Learning

    School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, Australia · La Trobe Institute for Sustainable Agriculture & Food (LISAF), Australia · School of Engineering and Applied Sciences, GIFT University, Pakistan +1

  23. DPPE: Rethinking Camera-Based Positional Encoding for Scaling Multi-View Transformers

    Jun 30, 2026Shun Kenney, Teppei Suzuki3D ViTsMulti-View Learning

    Keio University · Work was done during an internship at SB Intuitions. · SB Intuitions

  24. AeroVerse-SatAgent: UAV-Satellite Collaborative Spatial Reasoning Inspired by the Dual Visual Pathway Theory of Cognitive Neuroscience

    Jun 30, 2026Wenyi Zhang, Fanglong Yao, Youzhi Liu +5Aerial Robotics3D Spatial Reasoning

    Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100190, China · University of Chinese Academy of Sciences, Beijing 100190, China · School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100190, China +4

  25. Expected Gain-based Escalation in Vertical Federated Learning

    Jun 30, 2026Mohamad Mestoukirdi, Vincent CorlayAdaptive Model RoutingMulti-View Learning

    Mitsubishi Electric R&D Centre, Rennes, France

  26. Fusing Complementary Multi-view Features for Screen-Based Eye Tracking

    Jun 30, 2026Chang Liu, Jiaqi Liu, Chengwen Zhang +6Gaze EstimationMulti-View Learning

    Tsinghua University · Georgia Institute of Technology

  27. Gated Multi-Graph Fusion via Graph Attention Networks for Alzheimer's Disease Detection

    Jun 30, 2026Jinyu Li, Xiao Wei, Bin Wen +5Alzheimer's DiseaseGraph Attention Networks

    School of Future Technology, Tianjin University, Tianjin, China · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China · College of Computer and Data Science, Fuzhou University, Fuzhou, China +1

  28. Dual-Learning based Penalized Multi-Align Clustering for Multi-View Incomplete and Disorderly Data

    Jun 26, 2026Liang Zhao, Shubin Ma, Bo Xu +1Missing-Modality LearningCross-Modal Alignment

    Dalian University of Technology · Dalian, Liaoning, China · Hainan University +1

  29. Domain-Informed Multi-View Self-Distillation for Astronomical Light-Curve Representation Learning with JEPA

    Jun 26, 2026Yicheng RuiIrregular Time-Series ModelingSelf-Supervised Time Series Representation Learning

    Tsung-Dao Lee Institute, Shanghai Jiao Tong University, Shanghai 201210, China

  30. LoRA-Tuned Large Language Models for Dementia Detection via Multi-View Speech-Derived Features

    Jun 26, 2026Jonghyeon Park, Olivier Jiyoun Jung, Myungwoo OhMulti-View LearningSpeech-Based Dementia Detection

    NAVER Cloud, South Korea · Division of Communication and Media, Ewha Womans University, South Korea