多模态信息融合 - arXivDaily 专题

2308.04961 2024-09-19 cs.SI cs.LG 78%

CasCIFF: A Cross-Domain Information Fusion Framework Tailored for Cascade Prediction in Social Networks

Hongjun Zhu, Shun Yuan, Xin Liu, Kuo Chen, Chaolong Jia, Ying Qian

专题命中融合架构与评测：information fusion(title,abstract)

Journal ref Knowledge-Based Systems, 2024, 303: 112391

2310.07048 2024-08-21 cs.LG cs.DC cs.NI 78%

FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication

Liangqi Yuan, Dong-Jun Han, Vishnu Pandi Chellapandi, Stanislaw H. Żak, Christopher G. Brinton

专题命中融合架构与评测：multimodal fusion(title,abstract)

Comments ICC 2024

2408.00525 2024-08-02 cs.HC cs.DM cs.LG 78%

Identifying the Hierarchical Emotional Areas in the Human Brain Through Information Fusion

Zhongyu Huang, Changde Du, Chaozhuo Li, Kaicheng Fu, Huiguang He

专题命中融合架构与评测：information fusion(title,abstract)

2403.03281 2024-07-18 cs.LG cs.AI 78%

Credibility-Aware Multi-Modal Fusion Using Probabilistic Circuits

Sahil Sidheekh, Pranuthi Tenali, Saurabh Mathur, Erik Blasch, Kristian Kersting, Sriraam Natarajan

专题命中融合架构与评测：multi-modal fusion(title,abstract)

2407.01213 2024-07-02 cs.SI 78%

EMIF: Evidence-aware Multi-source Information Fusion Network for Explainable Fake News Detection

Qingxing Dong, Mengyi Zhang, Shiyuan Wu, Xiaozhen Wu

专题命中融合架构与评测：information fusion(title,abstract)

2406.18829 2024-06-28 stat.ME stat.ML 78%

Full Information Linked ICA: addressing missing data problem in multimodal fusion

Ruiyang Li, F. DuBois Bowman, Seonjoo Lee

专题命中融合架构与评测：multimodal fusion(title,abstract)

Comments 17 pages, 6 figures

2402.10979 2024-06-18 cs.CL cs.AI 78%

SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs

Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Hassan Foroosh, Dong Yu, Fei Liu

专题命中融合架构与评测：information fusion(title,abstract)

Comments ACL 2024 Long Paper

2309.00157 2024-04-17 cs.LG 78%

Information Fusion for Assistance Systems in Production Assessment

Fernando Arévalo, Christian Alison M. Piolo, M. Tahasanul Ibrahim, Andreas Schwung

专题命中融合架构与评测：information fusion(title,abstract)

Comments 21 Pages, 10 Figures

2403.08818 2024-03-15 cs.LG cs.AI cs.CL 78%

Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM

Hejie Cui, Xinyu Fang, Ran Xu, Xuan Kan, Joyce C. Ho, Carl Yang

专题命中融合架构与评测：multimodal fusion(title,abstract)

2401.15337 2024-01-30 cs.LG cs.AI 78%

Deep Learning with Information Fusion and Model Interpretation for Health Monitoring of Fetus based on Long-term Prenatal Electronic Fetal Heart Rate Monitoring Data

Zenghui Lin, Xintong Liu, Nan Wang, Ruichen Li, Qingao Liu, Jingying Ma, Liwei Wang, Yan Wang, Shenda Hong

专题命中融合架构与评测：information fusion(title,abstract)

2210.00674 2023-12-22 cs.LG q-bio.GN q-bio.QM 78%

Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength

Chen Zhao, Joyce H Keyak, Xuewei Cao, Qiuying Sha, Li Wu, Zhe Luo, Lanjuan Zhao, Qing Tian, Chuan Qiu, Ray Su, Hui Shen, Hong-Wen Deng, Weihua Zhou

专题命中融合架构与评测：information fusion(title,abstract)

Comments 16 pages, 3 figures

2312.03734 2023-12-08 cs.CL cs.AI 78%

Conditional Prompt Tuning for Multimodal Fusion

Ruixiang Jiang, Lingbo Liu, Changwen Chen

专题命中融合架构与评测：multimodal fusion(title,abstract)

Comments under review

2306.04125 2023-11-01 cs.LG cs.CL cs.HC 78%

Multimodal Fusion Interactions: A Study of Human and Automatic Quantification

Paul Pu Liang, Yun Cheng, Ruslan Salakhutdinov, Louis-Philippe Morency

专题命中融合架构与评测：multimodal fusion(title,abstract)

Comments International Conference on Multimodal Interaction (ICMI '23), Code available at: https://github.com/pliang279/PID. arXiv admin note: text overlap with arXiv:2302.12247

2305.14652 2023-06-01 cs.CL 78%

Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion

Shaoxiang Wu, Damai Dai, Ziwei Qin, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui

专题命中融合架构与评测：multimodal fusion(title,abstract)

Comments Accept at ACL2023

2210.14616 2023-05-16 cs.CR cs.AI 78%

A Late Multi-Modal Fusion Model for Detecting Hybrid Spam E-mail

Zhibo Zhang, Ernesto Damiani, Hussam Al Hamadi, Chan Yeob Yeun, Fatma Taher

专题命中融合架构与评测：multi-modal fusion(title,abstract)

Comments The content of this paper needs to be updated

Journal ref Index in journal International Journal of Computer Theory and Engineering (IJCTE), 2023

2211.07098 2023-05-09 cs.AI cs.DB cs.LG 78%

Knowledge Base Completion using Web-Based Question Answering and Multimodal Fusion

Yang Peng, Daisy Zhe Wang

专题命中融合架构与评测：multimodal fusion(title,abstract)

2210.16598 2023-04-14 cs.LG 78%

Self-Supervised Predictive Coding with Multimodal Fusion for Patient Deterioration Prediction in Fine-grained Time Resolution

Kwanhyung Lee, John Won, Heejung Hyun, Sangchul Hahn, Edward Choi, Joohyung Lee

专题命中融合架构与评测：multimodal fusion(title)；multi-modal fusion(abstract)

Comments Accepted as oral contribution at Trustworthy Machine Learning for Healthcare Workshop, ICLR 2023

2303.10816 2023-03-21 cs.AI cs.IR 78%

IMF: Interactive Multimodal Fusion Model for Link Prediction

Xinhang Li, Xiangyu Zhao, Jiaxing Xu, Yong Zhang, Chunxiao Xing

专题命中融合架构与评测：multimodal fusion(title,abstract)

Comments 9 pages, 7 figures, 4 tables, WWW'2023

2302.13661 2023-02-28 cs.CL cs.SD eess.AS 78%

Using Auxiliary Tasks In Multimodal Fusion Of Wav2vec 2.0 And BERT For Multimodal Emotion Recognition

Dekai Sun, Yancheng He, Jiqing Han

专题命中融合架构与评测：multimodal fusion(title,abstract)

2302.08326 2023-02-17 cs.CL 78%

NUAA-QMUL-AIIT at Memotion 3: Multi-modal Fusion with Squeeze-and-Excitation for Internet Meme Emotion Analysis

Xiaoyu Guo, Jing Ma, Arkaitz Zubiaga

专题命中融合架构与评测：multi-modal fusion(title,abstract)

2209.12265 2023-01-30 cs.NI cs.SY eess.SY 78%

Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-agent Deep Reinforcement Learning Approach

Xincao Xu, Kai Liu, Penglin Dai, Ruitao Xie, Jingjing Cao, Jiangtao Luo

专题命中融合架构与评测：information fusion(title,abstract)

1909.10006 2022-11-08 stat.AP 78%

Outlier-Detection Based Robust Information Fusion for Networked Systems

Hongwei Wang, Hongbin Li, Wei Zhang, Junyi Zuo, Heping Wang, Jun Fang

专题命中融合架构与评测：information fusion(title,abstract)

Comments in IEEE Sensors Journal, 2022

2208.00358 2022-11-07 cs.NI cs.PF 78%

Age of View: A New Metric for Evaluating Heterogeneous Information Fusion in Vehicular Cyber-Physical Systems

Xincao Xu, Kai Liu, Qisen Zhang, Hao Jiang, Ke Xiao, Jiangtao Luo

专题命中融合架构与评测：information fusion(title,abstract)

Journal ref 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), 2022, pp. 3762-3767

2106.09289 2022-06-24 cs.LG cs.AI 78%

MHNF: Multi-hop Heterogeneous Neighborhood information Fusion graph representation learning

Yundong Sun, Dongjie Zhu, Haiwen Du, Zhaoshuo Tian

专题命中融合架构与评测：information fusion(title,abstract)

Comments update some content of the paper and polish the language!

2204.11046 2022-04-26 cs.IR cs.AI 78%

Decoupled Side Information Fusion for Sequential Recommendation

Yueqi Xie, Peilin Zhou, Sunghun Kim

专题命中融合架构与评测：information fusion(title,abstract)

Comments Accepted to SIGIR 2022

2203.08055 2022-03-16 cs.CL 78%

Modular and Parameter-Efficient Multimodal Fusion with Prompting

Sheng Liang, Mengjie Zhao, Hinrich Schütze

专题命中融合架构与评测：multimodal fusion(title,abstract)

Comments Accepted to Findings of ACL 2022

2111.04497 2021-11-09 cs.LG cs.CY 78%

An Approach for Combining Multimodal Fusion and Neural Architecture Search Applied to Knowledge Tracing

Xinyi Ding, Tao Han, Yili Fang, Eric Larson

专题命中融合架构与评测：multimodal fusion(title,abstract)

2111.03707 2021-11-09 cs.LG 78%

Feature-Level Fusion of Super-App and Telecommunication Alternative Data Sources for Credit Card Fraud Detection

Jaime D. Acevedo-Viloria, Sebastián Soriano Pérez, Jesus Solano, David Zarruk-Valencia, Fernando G. Paulin, Alejandro Correa-Bahnsen

专题命中融合架构与评测：feature-level fusion(title,abstract)

Comments Accepted for IEEE ISI 2021

2102.02340 2021-10-07 cs.LG cs.AI cs.CL 78%

MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records

Zhen Xu, David R. So, Andrew M. Dai

专题命中融合架构与评测：multimodal fusion(title,abstract)

Comments Accepted for publication at the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

2109.12547 2021-09-28 cs.SI 78%

Multi-modal Fusion using Fine-tuned Self-attention and Transfer Learning for Veracity Analysis of Web Information

Priyanka Meel, Dinesh Kumar Vishwakarma

专题命中融合架构与评测：multi-modal fusion(title,abstract)

Comments 31 pages, 12 figures

1. 融合架构与评测 1405 篇

CasCIFF: A Cross-Domain Information Fusion Framework Tailored for Cascade Prediction in Social Networks

FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication

Identifying the Hierarchical Emotional Areas in the Human Brain Through Information Fusion

Credibility-Aware Multi-Modal Fusion Using Probabilistic Circuits

EMIF: Evidence-aware Multi-source Information Fusion Network for Explainable Fake News Detection

Full Information Linked ICA: addressing missing data problem in multimodal fusion

SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs

Information Fusion for Assistance Systems in Production Assessment

Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM

Deep Learning with Information Fusion and Model Interpretation for Health Monitoring of Fetus based on Long-term Prenatal Electronic Fetal Heart Rate Monitoring Data

Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength

Conditional Prompt Tuning for Multimodal Fusion

Multimodal Fusion Interactions: A Study of Human and Automatic Quantification

Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion

A Late Multi-Modal Fusion Model for Detecting Hybrid Spam E-mail

Knowledge Base Completion using Web-Based Question Answering and Multimodal Fusion

Self-Supervised Predictive Coding with Multimodal Fusion for Patient Deterioration Prediction in Fine-grained Time Resolution

IMF: Interactive Multimodal Fusion Model for Link Prediction

Using Auxiliary Tasks In Multimodal Fusion Of Wav2vec 2.0 And BERT For Multimodal Emotion Recognition

NUAA-QMUL-AIIT at Memotion 3: Multi-modal Fusion with Squeeze-and-Excitation for Internet Meme Emotion Analysis

Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-agent Deep Reinforcement Learning Approach

Outlier-Detection Based Robust Information Fusion for Networked Systems

Age of View: A New Metric for Evaluating Heterogeneous Information Fusion in Vehicular Cyber-Physical Systems

MHNF: Multi-hop Heterogeneous Neighborhood information Fusion graph representation learning

Decoupled Side Information Fusion for Sequential Recommendation

Modular and Parameter-Efficient Multimodal Fusion with Prompting

An Approach for Combining Multimodal Fusion and Neural Architecture Search Applied to Knowledge Tracing

Feature-Level Fusion of Super-App and Telecommunication Alternative Data Sources for Credit Card Fraud Detection

MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records

Multi-modal Fusion using Fine-tuned Self-attention and Transfer Learning for Veracity Analysis of Web Information