FedUAF: Uncertainty-Aware Fusion with Reliability-Guided Aggregation for Multimodal Federated Sentiment Analysis
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhu, Xianxun, Sun, Zezhong, Rida, Imad, Cambria, Erik, Su, Junqi, Wang, Rui, Chen, Hui |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment Analysis
por: Xiao, Luwei, et al.
Publicado: (2025)
por: Xiao, Luwei, et al.
Publicado: (2025)
Robust Multimodal Sentiment Analysis via Double Information Bottleneck
por: Huang, Huiting, et al.
Publicado: (2025)
por: Huang, Huiting, et al.
Publicado: (2025)
Probabilistic Feature Imputation and Uncertainty-Aware Multimodal Federated Aggregation
por: Shahid, Nafis Fuad, et al.
Publicado: (2026)
por: Shahid, Nafis Fuad, et al.
Publicado: (2026)
A Systematic Analysis of Biases in Large Language Models
por: Zhang, Xulang, et al.
Publicado: (2025)
por: Zhang, Xulang, et al.
Publicado: (2025)
Arabic Short‐Text Dataset for Sentiment Analysis of Tourism and Leisure Events
por: Seham Basabain, et al.
Publicado: (2025)
por: Seham Basabain, et al.
Publicado: (2025)
Data Uncertainty-Aware Learning for Multimodal Aspect-based Sentiment Analysis
por: Yang, Hao, et al.
Publicado: (2024)
por: Yang, Hao, et al.
Publicado: (2024)
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations
por: Wang, Fanfan, et al.
Publicado: (2024)
por: Wang, Fanfan, et al.
Publicado: (2024)
MS-Mix: Sentiment-Guided Adaptive Augmentation for Multimodal Sentiment Analysis
por: Zhu, Hongyu, et al.
Publicado: (2025)
por: Zhu, Hongyu, et al.
Publicado: (2025)
FedVG: Gradient-Guided Aggregation for Enhanced Federated Learning
por: Devkota, Alina, et al.
Publicado: (2026)
por: Devkota, Alina, et al.
Publicado: (2026)
FedOUI: OUI-Guided Client Weighting for Federated Aggregation
por: Fernández-Hernández, Alberto, et al.
Publicado: (2026)
por: Fernández-Hernández, Alberto, et al.
Publicado: (2026)
Beyond Correlation: Refutation-Validated Aspect-Based Sentiment Analysis for Explainable Energy Market Returns
por: van der Heever, Wihan, et al.
Publicado: (2026)
por: van der Heever, Wihan, et al.
Publicado: (2026)
Invariant Representation Guided Multimodal Sentiment Decoding with Sequential Variation Regularization
por: Xu, Guoyang, et al.
Publicado: (2024)
por: Xu, Guoyang, et al.
Publicado: (2024)
FinXABSA: Explainable Finance through Aspect-Based Sentiment Analysis
por: Ong, Keane, et al.
Publicado: (2023)
por: Ong, Keane, et al.
Publicado: (2023)
Trustworthy Multimodal Fusion for Sentiment Analysis in Ordinal Sentiment Space
por: Xie, Zhuyang, et al.
Publicado: (2024)
por: Xie, Zhuyang, et al.
Publicado: (2024)
Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis
por: Feng, Xinyu, et al.
Publicado: (2024)
por: Feng, Xinyu, et al.
Publicado: (2024)
Beyond Simple Fusion: Adaptive Gated Fusion for Robust Multimodal Sentiment Analysis
por: Wu, Han, et al.
Publicado: (2025)
por: Wu, Han, et al.
Publicado: (2025)
Modeling Enterprise Software with UAF
por: Matthew Hause, et al.
Publicado: (2024)
por: Matthew Hause, et al.
Publicado: (2024)
Uncertainty-Aware Collaborative System of Large and Small Models for Multimodal Sentiment Analysis
por: Han, Shiqin, et al.
Publicado: (2025)
por: Han, Shiqin, et al.
Publicado: (2025)
PSA-MF: Personality-Sentiment Aligned Multi-Level Fusion for Multimodal Sentiment Analysis
por: Xie, Heng, et al.
Publicado: (2025)
por: Xie, Heng, et al.
Publicado: (2025)
FedTSA: A Cluster-based Two-Stage Aggregation Method for Model-heterogeneous Federated Learning
por: Fan, Boyu, et al.
Publicado: (2024)
por: Fan, Boyu, et al.
Publicado: (2024)
The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition
por: Amiriparian, Shahin, et al.
Publicado: (2024)
por: Amiriparian, Shahin, et al.
Publicado: (2024)
PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis
por: Luo, Meng, et al.
Publicado: (2024)
por: Luo, Meng, et al.
Publicado: (2024)
Cooperative Sentiment Agents for Multimodal Sentiment Analysis
por: Wang, Shanmin, et al.
Publicado: (2024)
por: Wang, Shanmin, et al.
Publicado: (2024)
AlignMamba-2: Enhancing Multimodal Fusion and Sentiment Analysis with Modality-Aware Mamba
por: Li, Yan, et al.
Publicado: (2026)
por: Li, Yan, et al.
Publicado: (2026)
Learning Shared Sentiment Prototypes for Adaptive Multimodal Sentiment Analysis
por: Su, Chen, et al.
Publicado: (2026)
por: Su, Chen, et al.
Publicado: (2026)
FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication
por: Yuan, Liangqi, et al.
Publicado: (2023)
por: Yuan, Liangqi, et al.
Publicado: (2023)
FedAFD: Multimodal Federated Learning via Adversarial Fusion and Distillation
por: Tan, Min, et al.
Publicado: (2026)
por: Tan, Min, et al.
Publicado: (2026)
Multimodal Multi-loss Fusion Network for Sentiment Analysis
por: Wu, Zehui, et al.
Publicado: (2023)
por: Wu, Zehui, et al.
Publicado: (2023)
UG-FedDA: Uncertainty-Guided Federated Domain Adaptation for Multi-Center Alzheimer's Disease Detection
por: Zhu, Fubao, et al.
Publicado: (2025)
por: Zhu, Fubao, et al.
Publicado: (2025)
Confidence-Aware Self-Distillation for Multimodal Sentiment Analysis with Incomplete Modalities
por: Luo, Yanxi, et al.
Publicado: (2025)
por: Luo, Yanxi, et al.
Publicado: (2025)
Multimodal Sentiment Analysis based on Multi-channel and Symmetric Mutual Promotion Feature Fusion
por: Zhu, Wangyuan, et al.
Publicado: (2026)
por: Zhu, Wangyuan, et al.
Publicado: (2026)
Mitigating Jailbreaks with Intent-Aware LLMs
por: Yeo, Wei Jie, et al.
Publicado: (2025)
por: Yeo, Wei Jie, et al.
Publicado: (2025)
FedSI: Federated Subnetwork Inference for Efficient Uncertainty Quantification
por: Chen, Hui, et al.
Publicado: (2024)
por: Chen, Hui, et al.
Publicado: (2024)
QA-MoE: Towards a Continuous Reliability Spectrum with Quality-Aware Mixture of Experts for Robust Multimodal Sentiment Analysis
por: Zhu, Yitong, et al.
Publicado: (2026)
por: Zhu, Yitong, et al.
Publicado: (2026)
FedPID: An Aggregation Method for Federated Learning
por: Mächler, Leon, et al.
Publicado: (2024)
por: Mächler, Leon, et al.
Publicado: (2024)
Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging
por: Wang, Meng, et al.
Publicado: (2023)
por: Wang, Meng, et al.
Publicado: (2023)
Towards Explainable Fusion and Balanced Learning in Multimodal Sentiment Analysis
por: Luo, Miaosen, et al.
Publicado: (2025)
por: Luo, Miaosen, et al.
Publicado: (2025)
Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization
por: Ong, Keane, et al.
Publicado: (2025)
por: Ong, Keane, et al.
Publicado: (2025)
FedCAP: Robust Federated Learning via Customized Aggregation and Personalization
por: Li, Youpeng, et al.
Publicado: (2024)
por: Li, Youpeng, et al.
Publicado: (2024)
DashFusion: Dual-stream Alignment with Hierarchical Bottleneck Fusion for Multimodal Sentiment Analysis
por: Wen, Yuhua, et al.
Publicado: (2025)
por: Wen, Yuhua, et al.
Publicado: (2025)
Ejemplares similares
-
Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment Analysis
por: Xiao, Luwei, et al.
Publicado: (2025) -
Robust Multimodal Sentiment Analysis via Double Information Bottleneck
por: Huang, Huiting, et al.
Publicado: (2025) -
Probabilistic Feature Imputation and Uncertainty-Aware Multimodal Federated Aggregation
por: Shahid, Nafis Fuad, et al.
Publicado: (2026) -
A Systematic Analysis of Biases in Large Language Models
por: Zhang, Xulang, et al.
Publicado: (2025) -
Arabic Short‐Text Dataset for Sentiment Analysis of Tourism and Leisure Events
por: Seham Basabain, et al.
Publicado: (2025)