Multimodal Classification

Ask about this topic

Momentum

23 papers in the last four weeks, up 360% on the four weeks before. 0.2% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 134

All topics
CardsList

  1. FigSIM: A Dataset for Fine-grained Suicide Severity and Figurative Language in Suicide Memes

    Jun 1, 2026Liuliu Chen, Elise R. Carrotte, Brian E. Chapman +2Figurative Language UnderstandingSocial Media Analysis

    School of Computing and Information Systems, University of Melbourne, Australia · Orygen, The National Centre of Excellence in Youth Mental Health, Australia · Centre for Youth Mental Health, University of Melbourne, Australia +1

  2. Multimodal Approaches for Visually-Rich Document Type Classification: A Comparative Analysis

    Jun 1, 2026Catyana Heyne, Jürgen Frikel, Filippo RiccioDocument UnderstandingMultimodal Classification

    OTH Regensburg, Germany

  3. When Tabular Foundation Models Transfer Across Modalities: A Systematic Evaluation Across 95 Datasets, 7 Modalities, and Two Regimes

    Jun 1, 2026Julien LafranceCross-Modal LearningTabular Foundation Models

    Télécom Paris, Institut Polytechnique de Paris · Palaiseau, France

  4. SDM-Q: Cost-Aware Staged Decision-Making for Multi-Omics Classification with Deep Q-Learning

    May 29, 2026Nan Mu, Yangfan Xiao, Ling Wang +3Cost-Sensitive LearningDeep Q-Learning

    College of Computer Science, Sichuan Normal University, Chengdu, Sichuan 610101, China. · Department of Mathematics, College of Science and Mathematics, Kennesaw State University, Kennesaw, GA 30144, USA. · Department of Computer Science, College of Computing and Software Engineering, Kennesaw State University, Marietta, GA 30060, USA.

  5. MinhwaNet: Faithful but Insufficient Object Grounding in Korean Folk Painting

    May 26, 2026Joonhyung BaeMultimodal GroundingMultimodal Classification

    Korea Advanced Institute of Science and Technology (KAIST), South Korea · Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea

  6. Multi-Modal Building Inspection via Perceiver IO Fusion of Satellite and Street-Level Imagery

    May 25, 2026Niels Sombekke, Rob G. J. Wijnhoven, Martin R. OswaldRemote Sensing Image UnderstandingMulti-Source Image Fusion

    University of Amsterdam (UvA), Amsterdam, The Netherlands · Spotr, The Hague, The Netherlands

  7. ConceptM3^3oE: Concept-Guided Multimodal Mixture of Experts for Interpretable Computational Pathology

    May 23, 2026Xuan Wang, Zhongling Xu, Gopi Kannedhara +13Computational PathologyConcept Bottleneck Models

    University of Texas at Austin, Austin, TX, USA · University of North Carolina at Chapel Hill, NC, USA · Dell Children’s Medical Center, Austin, TX, USA +2

  8. Modular Multimodal Classification Without Fine-Tuning: A Simple Compositional Approach

    May 20, 2026Herman Bergström, Aditya Mehrotra, Rahul G. KrishnanMultimodal EmbeddingMultimodal Classification

    Chalmers University of Technology and University of Gothenburg · Vector Institute · University of Toronto

  9. QwenSafe: Multimodal Content Rating Description Identification via Preference-Aligned VLMs

    May 20, 2026Dishanika Denipitiyage, Aruna Seneviratne, Suranga SeneviratneMultimodal Classification

    University of Sydney, Sydney, Australia · University of New South Wales, Australia

  10. CodeBind: Decoupled Representation Learning for Multimodal Alignment with Unified Compositional Codebook

    May 18, 2026Zeyu Chen, Jie Li, Kai HanCross-Modal LearningMultimodal Disentangled Representation Learning

    Visual AI Lab, The University of Hong Kong

  11. A Conflict-aware Evidential Framework for Reliable Sleep Stage Classification

    May 16, 2026Yunzhi Tian, Dekui Wang, Qirong Bu +3Sleep Stage ClassificationEvidential Deep Learning

    College of Computer Science, Northwest University, Xi’an, China.

  12. DeepArrhythmia: Segment-Contextualized ECG Arrhythmia Classification via Selective Evidence Acquisition

    May 15, 2026Jiahui Li, Ruili Fang, Zishuai Liu +3ElectrocardiographyMultimodal Classification

    University of Georgia

  13. Machine Learning-Driven Multimodal Spectroscopic Liquid Biopsy for Early Multicancer Detection

    May 13, 2026Alejandro Leonardo García Navarro, Javier Cachón Ortiz, Javier González Colsa +2Multimodal ClassificationOncology

    Signal Processing Group Gregorio Marañón Health Research Institute Madrid, Spain · Amber Health Solutions Madrid, Spain

  14. Resilient Vision-Tabular Multimodal Learning under Modality Missingness

    May 12, 2026Camillo Maria Caruso, Valerio Guarrasi, Paolo SodaMissing-Modality LearningMultimodal Robustness

    Research Unit of Artificial Intelligence and Computer Systems, Department of Engineering, Università Campus Bio-Medico di Roma, Roma, Italy, Europe · Department of Diagnostics and Intervention, Radiation Physics, Biomedical Engineering, Umeå University, Umeå, Sweden, Europe

  15. Multi-domain Multi-modal Document Classification Benchmark with a Multi-level Taxonomy

    May 11, 2026Denghao Ma, Qing Liu, Zulong Chen +5Hierarchical ClassificationText Classification

    Beijing Information Science and Technology University, China · Alibaba Group, China · Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), China +2

  16. Simultaneous Long-tailed Recognition and Multi-modal Fusion for Highly Imbalanced Multi-modal Data

    May 11, 2026Heegeon Yoon, Heeyoung KimClass-Imbalanced LearningLong-Tailed Classification

    Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon 34141, Republic of Korea

  17. Learning predictive models for combinations of heterogeneous proteomic data sources

    May 9, 2026Michal Valko, Richard Pelikan, Miloš HauskrechtMedical DiagnosisMultimodal Classification

    Computer Science Department University of Pittsburgh, Pittsburgh, Pennsylvania

  18. Multimodal Stepwise Clinically-Guided Attention Learning for Pathological Complete Response Prediction in Breast Cancer

    May 8, 2026Alice Natalina Caragliano, Valerio Guarrasi, Michela Gravina +2Breast CancerClinical Outcome Prediction

    Unit of Artificial Intelligence and Computer Systems, Department of Engineering, Università Campus Bio-Medico di Roma, Rome, Italy · Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy · Department of Diagnostics and Intervention, Radiation Physics, Biomedical Engineering, Umeå University, Umeå, Sweden

  19. Multimodal Deep Generative Model for Semi-Supervised Learning under Class Imbalance

    May 7, 2026Heegeon Yoon, Heeyoung KimVariational AutoencodersClass-Imbalanced Learning

    Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea

  20. Virtual Scanning for NSCLC Histology: Investigating the Discriminatory Power of Synthetic PET

    May 4, 2026Fatih Aksu, Laura Ciuffetti, Francesco Di Feola +6PET/CT ImagingMultimodal Classification

    Università Campus Bio-Medico di Roma · Umeå University · Università Vita-Salute San Raffaele

  21. From Static Analysis to Audience Dissemination: A Training-Free Multimodal Controversy Detection Multi-Agent Framework

    May 1, 2026Zihan Ding, Ziyuan Yang, Yi ZhangSocial Media AnalysisMultimodal Classification

    Sichuan University, Chengdu, Sichuan, China · Nanyang Technological University, Singapore

  22. MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection

    Apr 30, 2026Weihai Lu, Zhejun Zhao, Yanshu Li +1Multimodal ReasoningMultimodal Classification

    Peking University · Baidu Inc · Brown University +1

  23. JI-ADF: Joint-Individual Learning with Adaptive Decision Fusion for Multimodal Skin Lesion Classification

    Apr 30, 2026Phan Nguyen, Dat Cao, Hien Kha +4Skin Lesion ClassificationMedical Diagnosis

    1KAIST · 2Taipei Medical University · 3Yale University

  24. VTBench: A Multimodal Framework for Time-Series Classification with Chart-Based Representations

    Apr 29, 2026Madhumitha Venkatesan, Xuyang Chen, Dongyu LiuData VisualizationTime Series Classification

    University of California, Davis Davis, United States

  25. A Multimodal Pre-trained Network for Integrated EEG-Video Seizure Detection

    Apr 29, 2026Tong Lu, Ke Xu, Zimo Zhang +12ElectroencephalographyEEG Seizure Detection

    Beijing Institute for Brain Research, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 102206, China · Chinese Institute for Brain Research, Beijing, Beijing, 102206, China · Department of Neurosurgery, SanBo Brain Hospital, Capital Medical University, Beijing, 100018, China +4

  26. ASR-Agnostic Multimodal Spectrotemporal Modeling for Early Dementia Detection

    Apr 29, 2026Chukwuemeka Ugwu, Oluwafemi Richard OyelekeSpeech-Based Dementia DetectionSpeech Processing

  27. DARC-CLIP: Dynamic Adaptive Refinement with Cross-Attention for Meme Understanding

    Apr 25, 2026Qiyuan JinVLM AdaptationHate Speech Detection

    The Hong Kong University of Science and Technology

  28. STEP-PD: Stage-Aware and Explainable Parkinson's Disease Severity Classification Using Multimodal Clinical Assessments

    Apr 19, 2026Md Mezbahul Islam, John Michael Templeton, Christian Poellabauer +1Multimodal ClassificationClinical Prediction

    School of Computing & Information Sciences, Florida International University, Miami, FL, USA · College of AI, Cybersecurity and Computing, University of South Florida, Tampa, FL, USA

  29. Multimodal Fusion of Histopathology Images and Electronic Health Records for Early Breast Cancer Diagnosis

    Apr 18, 2026Aditya Shribhagwan Khandelwal, Mohammad Samar Ansari, Asra AslamBreast CancerComputational Pathology

    University of Sheffield, UK · University of Chester, UK

  30. IMA-MoE: An Interpretable Modality-Aware Mixture-of-Experts Framework for Characterizing the Neurobiological Signatures of Binge Eating Disorder

    Apr 18, 2026Lin Zhao, Qiaohui Gao, Elizabeth Martin +5Multimodal ClassificationMixture-of-Experts Models

    Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, 07102, NJ, USA · College of Engineering, Northeastern University, Boston, 02115, MA, USA · Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, 30602, NY, 10029 +1