{"total":30,"rows":[{"id":"2302.08888","title":"Multimodal Federated Learning via Contrastive Representation Ensemble","created":"2023-02-17","cited_by_count":86,"area":null},{"id":"2401.13898","title":"Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality","created":"2024-01-25","cited_by_count":21,"area":null},{"id":"2307.13214","title":"FedMEKT: Distillation-based Embedding Knowledge Transfer for Multimodal Federated Learning","created":"2023-07-25","cited_by_count":17,"area":null},{"id":"2312.13508","title":"Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast","created":"2023-12-21","cited_by_count":17,"area":null},{"id":"2406.11048","title":"Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality","created":"2024-06-16","cited_by_count":14,"area":null},{"id":"2310.09650","title":"Multimodal Federated Learning in Healthcare: a Review","created":"2023-10-14","cited_by_count":13,"area":null},{"id":"2404.12467","title":"Towards Multi-modal Transformers in Federated Learning","created":"2024-04-18","cited_by_count":12,"area":null},{"id":"2401.16685","title":"Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection","created":"2024-01-30","cited_by_count":11,"area":null},{"id":"2305.06217","title":"Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources","created":"2023-05-10","cited_by_count":10,"area":null},{"id":"2203.14936","title":"FedVLN: Privacy-preserving Federated Vision-and-Language Navigation","created":"2022-03-28","cited_by_count":8,"area":null},{"id":"2210.16656","title":"Auxo: Efficient Federated Learning via Scalable Client Clustering","created":"2022-10-29","cited_by_count":8,"area":null},{"id":"2303.15486","title":"Unimodal Training-Multimodal Prediction: Cross-modal Federated Learning with Hierarchical Aggregation","created":"2023-03-27","cited_by_count":8,"area":null},{"id":"2402.05294","title":"Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection","created":"2024-02-07","cited_by_count":8,"area":null},{"id":"2403.11803","title":"Federated Modality-specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation","created":"2024-03-18","cited_by_count":8,"area":null},{"id":"2405.09892","title":"Balancing Similarity and Complementarity for Federated Learning","created":"2024-05-16","cited_by_count":7,"area":null},{"id":"2401.00403","title":"Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection","created":"2023-12-31","cited_by_count":6,"area":null},{"id":"2308.10910","title":"Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction","created":"2023-08-20","cited_by_count":5,"area":null},{"id":"2403.15444","title":"A Survey of IMU Based Cross-Modal Transfer Learning in Human Activity Recognition","created":"2024-03-17","cited_by_count":4,"area":null},{"id":"2603.04887","title":"Federated Modality-specific Encoders and Partially Personalized Fusion Decoder for Multimodal Brain Tumor Segmentation","created":"2026-03-05","cited_by_count":3,"area":null},{"id":"2603.19067","title":"Communication-Efficient and Robust Multi-Modal Federated Learning via Latent-Space Consensus","created":"2026-03-19","cited_by_count":2,"area":null},{"id":"2401.00894","title":"Balanced Multi-modal Federated Learning via Cross-Modal Infiltration","created":"2023-12-31","cited_by_count":1,"area":null},{"id":"2504.09516","title":"FSSUAVL: A Discriminative Framework using Vision Models for Federated Self-Supervised Audio and Image Understanding","created":"2025-04-13","cited_by_count":1,"area":null},{"id":"2312.12666","title":"Incremental Semi-supervised Federated Learning for Health Inference via Mobile Sensing","created":"2023-12-19","cited_by_count":0,"area":null},{"id":"2502.04400","title":"Adaptive Prototype Knowledge Transfer for Federated Learning with Mixed Modalities and Heterogeneous Tasks","created":"2025-02-06","cited_by_count":0,"area":null},{"id":"2504.12025","title":"FedEPA: Enhancing Personalization and Modality Alignment in Multimodal Federated Learning","created":"2025-04-16","cited_by_count":0,"area":null},{"id":"2505.21792","title":"Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms","created":"2025-05-27","cited_by_count":0,"area":null},{"id":"2510.01717","title":"Latency-aware Multimodal Federated Learning over UAV Networks","created":"2025-10-02","cited_by_count":0,"area":null},{"id":"2604.23112","title":"Conditional Imputation for Within-Modality Missingness in Multi-Modal Federated Learning","created":"2026-04-25","cited_by_count":0,"area":null},{"id":"2608.09240","title":"Multimodal Federated Learning under Dual-Axis Modality Missingness","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2609.38925","title":"Prototype-guided Bilateral Alignment Multimodal Federated Learning","created":"2026-09-30","cited_by_count":0,"area":null}],"next_cursor":null}