多模态信息融合 - arXivDaily 专题

2306.07935 2023-06-14 cs.CL cs.AI cs.LG 50%

Multi-modal Representation Learning for Social Post Location Inference

Ruiting Dai, Jiayi Luo, Xucheng Luo, Lisi Mo, Wanlun Ma, Fan Zhou

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

Comments 6 pages, 2023 International Conference on Communications

2306.03532 2023-06-07 cs.AI cs.MA 50%

A Belief Model for Conflicting and Uncertain Evidence -- Connecting Dempster-Shafer Theory and the Topology of Evidence

Daira Pinto Prieto, Ronald de Haan, Aybüke Özgün

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

Comments To appear in the proceedings of KR 2023

2210.12156 2023-06-07 cs.LG cs.AI 50%

Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling

Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda Petzold

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

2305.12063 2023-05-23 cs.LG cs.HC 50%

Efficient Multimodal Neural Networks for Trigger-less Voice Assistants

Sai Srujana Buddi, Utkarsh Oggy Sarawgi, Tashweena Heeramun, Karan Sawnhey, Ed Yanosik, Saravana Rathinam, Saurabh Adya

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

2212.01923 2023-05-11 cs.DB cs.AI cs.LG 50%

Query-Driven Knowledge Base Completion using Multimodal Path Fusion over Multimodal Knowledge Graph

Yang Peng, Daisy Zhe Wang

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

2304.12139 2023-04-25 cs.IR 50%

Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes

Xueguang Ma, Tommaso Teofili, Jimmy Lin

专题命中融合架构与评测：hybrid fusion(abstract)

2304.02901 2023-04-07 cs.CL 50%

SpanRE: Entities and Overlapping Relations Extraction Based on Spans and Entity Attention

Hao Zhang

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

2303.17611 2023-04-03 cs.HC cs.AI cs.SD eess.AS 50%

Transformer-based Self-supervised Multimodal Representation Learning for Wearable Emotion Recognition

Yujin Wu, Mohamed Daoudi, Ali Amad

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

Comments Accepted IEEE Transactions On Affective Computing

2112.11191 2023-03-14 cs.CY cs.AI cs.HC cs.NI cs.SI 50%

Developing a Trusted Human-AI Network for Humanitarian Benefit

Susannah Kate Devitt, Jason Scholz, Timo Schless, Larry Lewis

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

Comments 34 pages, 7 figures, 3 boxes, submitted for peer review to the Journal of Digital War, My War Special Issue

2302.13479 2023-02-28 cs.IT math.IT 50%

Age Minimization with Energy and Distortion Constraints

Guidan Yao, Chih-Chun Wang, Ness B. Shroff

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

2301.08209 2023-02-07 cs.LG 50%

GIPA: A General Information Propagation Algorithm for Graph Learning

Houyi Li, Zhihong Chen, Zhao Li, Qinkai Zheng, Peng Zhang, Shuigeng Zhou

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

Comments Accepted by DASFAA2023. arXiv admin note: substantial text overlap with arXiv:2105.06035

2301.13594 2023-02-01 q-fin.PM 50%

View fusion vis-à-vis a Bayesian interpretation of Black-Litterman for portfolio allocation

Trent Spears, Stefan Zohren, Stephen Roberts

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

Comments 25 pages, 5 figures

2205.08356 2022-12-13 cs.LG cs.AI cs.CY 50%

DouFu: A Double Fusion Joint Learning Method For Driving Trajectory Representation

Han Wang, Zhou Huang, Xiao Zhou, Ganmin Yin, Yi Bao, Yi Zhang

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

Comments 11 pages, 7 figures

2212.04214 2022-12-09 cs.CL 50%

Scientific Paper Extractive Summarization Enhanced by Citation Graphs

Xiuying Chen, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang

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

Comments 10 pages, 4 figure

Journal ref EMNLP 2022

2211.13804 2022-11-28 cs.HC cs.CL 50%

On the Linguistic and Computational Requirements for Creating Face-to-Face Multimodal Human-Machine Interaction

João Ranhel, Cacilda Vilela de Lima

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

2211.09406 2022-11-18 cs.LG cs.AI 50%

Personalized Federated Learning for Multi-task Fault Diagnosis of Rotating Machinery

Sheng Guo, Zengxiang Li, Hui Liu, Shubao Zhao, Cheng Hao Jin

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

2210.09766 2022-10-19 cs.LG 50%

DAGAD: Data Augmentation for Graph Anomaly Detection

Fanzhen Liu, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal

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

Comments Regular paper accepted by the 22nd IEEE International Conference on Data Mining (ICDM 2022)

2202.10643 2022-10-18 cs.LG 50%

Equivariant Graph Hierarchy-Based Neural Networks

Jiaqi Han, Wenbing Huang, Tingyang Xu, Yu Rong

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

Comments 20 pages

2207.03745 2022-10-04 cs.IT math.IT 50%

Revisiting Chernoff Information with Likelihood Ratio Exponential Families

Frank Nielsen

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

Comments 41 pages

Journal ref Entropy 2022, 24(10), 1400

2209.08255 2022-09-20 cs.DC cs.NI 50%

Linear Network Coding Based Fast Data Synchronization for Wireless Ad Hoc Networks with Controlled Topology

Die Hu, Xuejun Zhu, Min Gong, Shaoshi Yang

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

Comments 9 pages, 9 figures, published on China Communications, vol. 19, no. 5, May 2022

2208.00296 2022-08-02 cs.LG 50%

ANOVA-based Automatic Attribute Selection and a Predictive Model for Heart Disease Prognosis

Mohammed Nowshad Ruhani Chowdhury, Wandong Zhang, Thangarajah Akilan

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

2110.03468 2022-07-19 cs.AI 50%

Belief Evolution Network-based Probability Transformation and Fusion

Qianli Zhou, Yusheng Huang, Yong Deng

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

2207.02846 2022-07-08 cs.LG cs.AI 50%

Local Sample-weighted Multiple Kernel Clustering with Consensus Discriminative Graph

Liang Li, Siwei Wang, Xinwang Liu, En Zhu, Li Shen, Kenli Li, Keqin Li

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

2206.11822 2022-06-24 cs.CY 50%

DeepSafety:Multi-level Audio-Text Feature Extraction and Fusion Approach for Violence Detection in Conversations

Amna Anwar, Eiman Kanjo, Dario Ortega Anderez

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

Comments 34 pages, 6 figures

2106.07356 2022-06-01 cs.IR cs.LG 50%

Mixture of Virtual-Kernel Experts for Multi-Objective User Profile Modeling

Zhenhui Xu, Meng Zhao, Liqun Liu, Lei Xiao, Xiaopeng Zhang, Bifeng Zhang

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

Comments 11 pages, accepted by SIGKDD'2022

2107.03220 2022-05-25 q-bio.NC cs.LG physics.med-ph q-bio.QM 50%

Joint Embedding of Structural and Functional Brain Networks with Graph Neural Networks for Mental Illness Diagnosis

Yanqiao Zhu, Hejie Cui, Lifang He, Lichao Sun, Carl Yang

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

Comments Formal version accepted to IEEE EMBC 2022; previously presented at ICML 2021 Workshop on Computational Approaches to Mental Health (no proceedings)

2205.10466 2022-05-24 cs.HC cs.AI cs.LG 50%

A Survey on Physiological Signal Based Emotion Recognition

Zeeshan Ahmad, Naimul Khan

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

2204.13707 2022-05-02 cs.LG cs.AI 50%

Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities

Jiandian Zeng, Tianyi Liu, Jiantao Zhou

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

Comments Accepted by SIGIR2022

2204.04777 2022-04-12 cs.LG 50%

Multimodal Machine Learning in Precision Health

Adrienne Kline, Hanyin Wang, Yikuan Li, Saya Dennis, Meghan Hutch, Zhenxing Xu, Fei Wang, Feixiong Cheng, Yuan Luo

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

2201.03158 2022-03-29 cs.IR cs.AI cs.LG 50%

Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems

Lianghao Xia, Chao Huang, Yong Xu, Huance Xu, Xiang Li, Weiguo Zhang

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

Comments A Research Paper Published on ACM Transactions on Information Systems (TOIS) 2021

Journal ref ACM Transactions on Information Systems (TOIS) 2021

1. 融合架构与评测 1409 篇

Multi-modal Representation Learning for Social Post Location Inference

A Belief Model for Conflicting and Uncertain Evidence -- Connecting Dempster-Shafer Theory and the Topology of Evidence

Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling

Efficient Multimodal Neural Networks for Trigger-less Voice Assistants

Query-Driven Knowledge Base Completion using Multimodal Path Fusion over Multimodal Knowledge Graph

Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes

SpanRE: Entities and Overlapping Relations Extraction Based on Spans and Entity Attention

Transformer-based Self-supervised Multimodal Representation Learning for Wearable Emotion Recognition

Developing a Trusted Human-AI Network for Humanitarian Benefit

Age Minimization with Energy and Distortion Constraints

GIPA: A General Information Propagation Algorithm for Graph Learning

View fusion vis-à-vis a Bayesian interpretation of Black-Litterman for portfolio allocation

DouFu: A Double Fusion Joint Learning Method For Driving Trajectory Representation

Scientific Paper Extractive Summarization Enhanced by Citation Graphs

On the Linguistic and Computational Requirements for Creating Face-to-Face Multimodal Human-Machine Interaction

Personalized Federated Learning for Multi-task Fault Diagnosis of Rotating Machinery

DAGAD: Data Augmentation for Graph Anomaly Detection

Equivariant Graph Hierarchy-Based Neural Networks

Revisiting Chernoff Information with Likelihood Ratio Exponential Families

Linear Network Coding Based Fast Data Synchronization for Wireless Ad Hoc Networks with Controlled Topology

ANOVA-based Automatic Attribute Selection and a Predictive Model for Heart Disease Prognosis

Belief Evolution Network-based Probability Transformation and Fusion

Local Sample-weighted Multiple Kernel Clustering with Consensus Discriminative Graph

DeepSafety:Multi-level Audio-Text Feature Extraction and Fusion Approach for Violence Detection in Conversations

Mixture of Virtual-Kernel Experts for Multi-Objective User Profile Modeling

Joint Embedding of Structural and Functional Brain Networks with Graph Neural Networks for Mental Illness Diagnosis

A Survey on Physiological Signal Based Emotion Recognition

Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities

Multimodal Machine Learning in Precision Health

Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems