Gated Multimodal Fusion

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14 papers3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. ICGF-CXRMate: Image-Conditioned Clinical Context Compression and Gated Fusion for Chest X-ray Report Generation

    Oct 22, 2026Vu Minh Tran, Thuc Huynh, Son Thanh Luu +1Gated Multimodal FusionRadiology Report Generation

    University of Information Technology · Viet Nam National University Ho Chi Minh City

  2. Enhancing RAG-based Medical VQA with Gated Multimodal Representations

    Oct 16, 2026Daniela Jimenez-Pano, Hugo Jair Escalante, Delia Irazú Hernández-FaríasGated Multimodal FusionMedical VQA

    LabTL - INAOE, Puebla, Mexico · Institute for AAII, UTEP, El Paso, TX, USA · Department of Computer Science, UTEP, El Paso, TX, USA

  3. FAM-gate: field-aware metadata attention with prior-constrained vector gating for audio classification

    Oct 10, 2026Xiangyu Jing, Hongqing Liu, Liming ShiGated Multimodal FusionAudio Classification

    School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China

  4. MedGate-Fusion: Integrating First-Encounter Semantic Narratives and Physiological Biomarkers for Prospective Stroke Risk Stratification

    Sep 21, 2026Hemn Khdr, Mohammad Noaeen, Karim Keshavjee +2Gated Multimodal FusionMultimodal Fusion

    Dalla Lana School of Public Health, University of Toronto, Toronto, Canada · Department of Information Technology Management, Toronto Metropolitan University, Toronto, Canada · Faculty of Information, University of Toronto, Toronto, Canada +1

  5. CAT-GS: Balanced Multimodal Learning via Calibrated Gating and Fusion Surgery

    Aug 24, 2026Mahir Shahriar Tamim, Sharjil Khan, Md. Samiul Alim +3Multimodal UnderstandingCross-Modal Learning

    Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh

  6. MRUF: Multi-granularity Routing with Uncertainty-Aware Fusion for Robust Multimodal Sentiment Analysis

    Jul 12, 2026Haoran Ma, Yinfeng Yu, Liejun WangMultimodal Sentiment AnalysisMultimodal Robustness

    School of Computer Science and Technology, Xinjiang University, Urumqi 830017, China. · Joint International Research Laboratory of Silk Road Multilingual Cognitive Computing. · Xinjiang Multimodal Intelligent Processing and Information Security Engineering Technology Research Center. +2

  7. Learning When to Listen: Gated Affect Fusion for Human Motion Prediction

    Jul 1, 2026Jingni HuangCross-Modal LearningGated Multimodal Fusion

    University of Oxford

  8. A Comparison of Fusion Techniques for Multi-Modal Human Activity Recognition on the HARMES Dataset

    Jun 26, 2026Ahmed Mohamady, Robin Burchard, Kristof Van LaerhovenGated Multimodal FusionHuman Activity Recognition

    University of Siegen, Germany

  9. MIRAGE: Adaptive Multimodal Gating for Whole-Brain fMRI Encoding

    May 28, 2026Abdulkadir Gokce, Badr AlKhamissi, Martin SchrimpfNeuroimagingNeural Encoding

    NeuroAI Lab, EPFL

  10. Not All Modalities Are Equal: Instruction-Aware Gating for Multimodal Videos

    May 25, 2026Bonan Ding, Umair Nawaz, Ufaq Khan +5Multimodal UnderstandingCross-Modal Learning

    Mohamed bin Zayed University of Artificial Intelligence · Tianjin University · Chongqing University +1

  11. Emotion-Conditioned Short-Horizon Human Pose Forecasting with a Lightweight Predictive World Model

    Apr 26, 2026Jingni Huang, Peter BloodsworthGated Multimodal FusionHuman Motion Generation

  12. Backbone-Conditional Behavior of Modality Gating in Multi-Modal Prostate MRI Segmentation: A 5-Fold Cross-Validation and Gate Mechanism Analysis

    Apr 12, 2026Yongbo Shu, Wenzhao Xie, Shanhu Yao +4Missing-Modality LearningCross-Modality Medical Image Segmentation

    The Second Xiangya Hospital of Central South University, Changsha, 410011, Hunan, China · School of Life Sciences, Central South University, Changsha, 410013, Hunan, China · Hunan Provincial Key Laboratory of Medical Information Research (Central South University), Changsha, 410011, Hunan, China +2

  13. A Two-Stage Dual-Modality Model for Facial Emotional Expression Recognition

    Mar 12, 2026Jiajun Sun, Zhe GaoGated Multimodal FusionFacial Expression Recognition

    Shanghai Normal University

  14. TopoGate: Quality-Aware Topology-Stabilized Gated Fusion for Longitudinal Low-Dose CT New-Lesion Prediction

    Feb 19, 2026Seungik ChoGated Multimodal FusionLongitudinal Medical Image Analysis

    Department of Physics & Astronomy, Rice University, USA