多模态信息融合 - arXivDaily 专题

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

2203.07426 2022-03-16 cs.CL cs.AI 50%

Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information

Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng

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

Comments Accepted by Findings of ACL 2022 as a long paper. Camera-ready version

2202.13645 2022-03-01 cs.CL 50%

MSCTD: A Multimodal Sentiment Chat Translation Dataset

Yunlong Liang, Fandong Meng, Jinan Xu, Yufeng Chen, Jie Zhou

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

Comments Accepted at ACL 2022 as a long paper of main conference. Code and data: https://github.com/XL2248/MSCTD

2202.04266 2022-02-10 cs.LG cs.SC 50%

MMLN: Leveraging Domain Knowledge for Multimodal Diagnosis

Haodi Zhang, Chenyu Xu, Peirou Liang, Ke Duan, Hao Ren, Weibin Cheng, Kaishun Wu

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

2201.02172 2022-01-07 stat.AP stat.CO stat.ML 50%

Reliability Estimation of an Advanced Nuclear Fuel using Coupled Active Learning, Multifidelity Modeling, and Subset Simulation

Somayajulu L. N. Dhulipala, Michael D. Shields, Promit Chakroborty, Wen Jiang, Benjamin W. Spencer, Jason D. Hales, Vincent M. Laboure, Zachary M. Prince, Chandrakanth Bolisetti, Yifeng Che

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

2201.01559 2022-01-06 cs.CL cs.AI 50%

Monitoring Energy Trends through Automatic Information Extraction

Dilek Küçük

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

Comments 5 pages

2201.00293 2022-01-06 cs.MA 50%

Algorithm-Level Confidentiality for Average Consensus on Time-Varying Directed Graphs

Huan Gao, Yongqiang Wang

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

Comments This paper has been accepted to IEEE Transactions on Network Science and Engineering as a regular paper. Please cite this paper as: Huan Gao and Yongqiang Wang, Algorithm-Level Confidentiality for Average Consensus on Time-Varying Directed Graphs. IEEE Transactions on Network Science and Engineering, doi: 10.1109/TNSE.2022.3140274

2112.13510 2021-12-28 cs.IR cs.LG 50%

Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement

Fuwei Zhang, Zhao Zhang, Xiang Ao, Dehong Gao, Fuzhen Zhuang, Yi Wei, Qing He

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

2112.09914 2021-12-21 math.OC cs.CR cs.MA 50%

Distributed design of deterministic discrete-time privacy preserving average consensus for multi-agent systems through network augmentation

Guilherme Ramos, A. Pedro Aguiar, Soummya Kar, Sérgio Pequito

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

2112.09467 2021-12-20 cs.CL cs.LG 50%

A Multimodal Approach for Automatic Mania Assessment in Bipolar Disorder

Pınar Baki

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

2107.12596 2021-11-10 cs.MA cs.SY eess.SY 50%

Linear Quadratic Regulator Design for Multi-input Systems with A Distributed Cooperative Strategy

Peihu Duan, Lidong He, Zhisheng Duan, Ling Shi

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

2106.04538 2021-10-27 cs.LG cs.AI 50%

What Makes Multi-modal Learning Better than Single (Provably)

Yu Huang, Chenzhuang Du, Zihui Xue, Xuanyao Chen, Hang Zhao, Longbo Huang

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

Comments Accepted to NeurIPS 2021

2110.08020 2021-10-18 cs.CL 50%

Multimodal Emotion-Cause Pair Extraction in Conversations

Fanfan Wang, Zixiang Ding, Rui Xia, Zhaoyu Li, Jianfei Yu

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

2010.12712 2021-09-21 cs.CL 50%

Can images help recognize entities? A study of the role of images for Multimodal NER

Shuguang Chen, Gustavo Aguilar, Leonardo Neves, Thamar Solorio

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

Comments Accepted to W-NUT 2021 at EMNLP

2109.08333 2021-09-20 cs.CL 50%

A Multimodal Sentiment Dataset for Video Recommendation

Hongxuan Tang, Hao Liu, Xinyan Xiao, Hua Wu

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

Comments 6 pages, 4 figures

2109.07008 2021-09-16 cs.LG 50%

HeMI: Multi-view Embedding in Heterogeneous Graphs

Costas Mavromatis, George Karypis

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

2010.14946 2021-08-23 cs.LG 50%

Smart Anomaly Detection in Sensor Systems: A Multi-Perspective Review

L. Erhan, M. Ndubuaku, M. Di Mauro, W. Song, M. Chen, G. Fortino, O. Bagdasar, A. Liotta

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

2107.07359 2021-07-16 cs.CC cs.DM stat.CO 50%

Efficient Möbius Transformations and their applications to Dempster-Shafer Theory: Clarification and implementation

Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui

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

Comments Extension of an article published in the proceedings of the international conference on Scalable Uncertainty Management (SUM) in 2019

2106.04174 2021-06-09 cs.CL cs.AI 50%

Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making

Zijun Yao, Chengjiang Li, Tiansi Dong, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Yichi Zhang, Zelin Dai

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

2105.15165 2021-06-01 cs.IR cs.SI 50%

Multimodal Detection of Information Disorder from Social Media

Armin Kirchknopf, Djordje Slijepcevic, Matthias Zeppelzauer

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

Comments 4 pages, 2 figures, 2 tables, PrePrint CBMI 2021

2004.06909 2021-03-12 math.OC 50%

Multi-marginal Optimal Transport with a Tree-structured cost and the Schrödinger Bridge Problem

Isabel Haasler, Axel Ringh, Yongxin Chen, Johan Karlsson

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

Comments 27 pages, 16 figures

2102.08035 2021-02-17 cs.AI 50%

Design a Technology Based on the Fusion of Genetic Algorithm, Neural network and Fuzzy logic

Raid R. Al-Nima, Fawaz S. Abdullah, Ali N. Hamoodi

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

Comments 11 pages, 5 figures

1. 融合架构与评测 1418 篇

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

Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information

MSCTD: A Multimodal Sentiment Chat Translation Dataset

MMLN: Leveraging Domain Knowledge for Multimodal Diagnosis

Reliability Estimation of an Advanced Nuclear Fuel using Coupled Active Learning, Multifidelity Modeling, and Subset Simulation

Monitoring Energy Trends through Automatic Information Extraction

Algorithm-Level Confidentiality for Average Consensus on Time-Varying Directed Graphs

Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement

Distributed design of deterministic discrete-time privacy preserving average consensus for multi-agent systems through network augmentation

A Multimodal Approach for Automatic Mania Assessment in Bipolar Disorder

Linear Quadratic Regulator Design for Multi-input Systems with A Distributed Cooperative Strategy

What Makes Multi-modal Learning Better than Single (Provably)

Multimodal Emotion-Cause Pair Extraction in Conversations

Can images help recognize entities? A study of the role of images for Multimodal NER

A Multimodal Sentiment Dataset for Video Recommendation

HeMI: Multi-view Embedding in Heterogeneous Graphs

Smart Anomaly Detection in Sensor Systems: A Multi-Perspective Review

Efficient Möbius Transformations and their applications to Dempster-Shafer Theory: Clarification and implementation

Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making

Multimodal Detection of Information Disorder from Social Media

Multi-marginal Optimal Transport with a Tree-structured cost and the Schrödinger Bridge Problem

Design a Technology Based on the Fusion of Genetic Algorithm, Neural network and Fuzzy logic