多模态信息融合 - arXivDaily 专题

2009.12349 2020-09-30 eess.SY cs.SY 50%

Robust Vehicle Lane Keeping Control with Networked Proactive Adaptation

Hunmin Kim, Wenbin Wan, Naira Hovakimyan, Lui Sha, Petros Voulgaris

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

2008.08247 2020-08-20 cs.IR cs.AI cs.CL cs.HC 50%

Leveraging Historical Interaction Data for Improving Conversational Recommender System

Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen

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

Comments Accepted as CIKM short paper

2007.09903 2020-07-21 cs.CL 50%

Multimodal Dialogue State Tracking By QA Approach with Data Augmentation

Xiangyang Mou, Brandyn Sigouin, Ian Steenstra, Hui Su

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

Comments AAAI DSTC8 Workshop

2007.02038 2020-07-07 cs.CL 50%

Low Rank Fusion based Transformers for Multimodal Sequences

Saurav Sahay, Eda Okur, Shachi H Kumar, Lama Nachman

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

Comments ACL 2020 workshop on Second Grand Challenge and Workshop on Multimodal Language

1509.04098 2020-06-29 cs.SI cs.CR cs.LG 50%

Fame for sale: efficient detection of fake Twitter followers

Stefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, Maurizio Tesconi

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

Journal ref Decision Support Systems, 80, 56-71, 2015

1802.05797 2020-06-11 cs.CR cs.CY cs.HC 50%

Security and Privacy Approaches in Mixed Reality: A Literature Survey

Jaybie A. de Guzman, Kanchana Thilakarathna, Aruna Seneviratne

专题命中融合架构与评测：sensor fusion(abstract)

Comments 41 pages, 11 figures, 2 tables (3 tables at the appendix); updated references in page 14

Journal ref ACM Comput. Surv. 52, 6, Article 110 (October 2019), 37 pages

1911.02821 2020-04-30 cs.CL 50%

Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention

Yanzeng Li, Bowen Yu, Mengge Xue, Tingwen Liu

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

Comments Accepted to appear at ACL 2020

2004.12617 2020-04-29 cs.CL 50%

On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification

Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang

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

Comments Accepted by IJCAI 2020

2004.02746 2020-04-07 cs.AI 50%

A new approach for generation of generalized basic probability assignment in the evidence theory

Dongdong Wu, Zijing Liu, Yongchuan Tang

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

2003.02443 2020-03-06 stat.AP 50%

Multi-Output Gaussian Processes for Multi-Population Longevity Modeling

Nhan Huynh, Mike Ludkovski

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

Comments 26 pages, 9 figures, 7 tables

1905.13570 2019-11-25 cs.LG cs.AI cs.NE stat.ML 50%

Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series

Tan Zhi-Xuan, Harold Soh, Desmond C. Ong

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

Comments 8 pages, 4 figures, accepted to AAAI 2020, code available at: https://github.com/ztangent/multimodal-dmm

1905.09951 2019-10-11 cs.LG stat.ML 50%

PAC Guarantees for Cooperative Multi-Agent Reinforcement Learning with Restricted Communication

Or Raveh, Ron Meir

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

1909.11203 2019-09-26 math.OC cs.GT 50%

Asynchronous and time-varying proximal type dynamics multi-agent network games

Carlo Cenedese, Giuseppe Belgioioso, Yu Kawano, Sergio Grammatico, Ming Cao

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

Comments This paper is currently under review on IEEE Transaction on Automatic Control (TAC)

1908.06008 2019-08-19 cs.LG cs.AI cs.CL stat.ML 50%

Variational Fusion for Multimodal Sentiment Analysis

Navonil Majumder, Soujanya Poria, Gangeshwar Krishnamurthy, Niyati Chhaya, Rada Mihalcea, Alexander Gelbukh

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

1906.07354 2019-06-19 q-bio.QM q-bio.NC 50%

Bayesian fusion and multimodal DCM for EEG and fMRI

Huilin Wei, Amirhossein Jafarian, Peter Zeidman, Vladimir Litvak, Adeel Razi, Dewen Hu, Karl J. Friston

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

1904.13349 2019-05-01 cs.LG stat.ML 50%

Multimodal Classification of Urban Micro-Events

Maarten Sukel, Stevan Rudinac, Marcel Worring

专题命中融合架构与评测：hybrid fusion(abstract)

1812.06467 2019-04-23 stat.ML cs.LG physics.comp-ph 50%

Linking Gaussian Process regression with data-driven manifold embeddings for nonlinear data fusion

Seungjoon Lee, Felix Dietrich, George E. Karniadakis, Ioannis G. Kevrekidis

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

1812.09467 2019-02-05 cs.LG stat.ML 50%

Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting

Bin Wang, Jie Lu, Zheng Yan, Huaishao Luo, Tianrui Li, Yu Zheng, Guangquan Zhang

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

1812.04891 2019-01-30 cs.CL 50%

A Multimodal LSTM for Predicting Listener Empathic Responses Over Time

Zhi-Xuan Tan, Arushi Goel, Thanh-Son Nguyen, Desmond C. Ong

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

1806.09116 2019-01-30 astro-ph.GA astro-ph.IM astro-ph.SR 50%

Testing Area of the SAGE Survey

Jie Zheng, Gang Zhao, Wei Wang, Zhou Fan, Ke-Feng Tan, Chun Li, Fang Zuo

专题命中融合架构与评测：multi-exposure(abstract)

1707.04491 2018-12-27 math.OC cs.CR 50%

Secure and Privacy-Preserving Consensus

Minghao Ruan, Huan Gao, Yongqiang Wang

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

Comments accepted to IEEE Transactions on Automatic Control

1812.06128 2018-12-18 cs.HC cs.LG 50%

Machine learning approaches to understand the influence of urban environments on human's physiological response

Varun Kumar Ojha, Danielle Griego, Saskia Kuliga, Martin Bielik, Peter Bus, Charlotte Schaeben, Lukas Treyer, Matthias Standfest, Sven Schneider, Reinhard Konig, Dirk Donath, Gerhard Schmitt

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

Journal ref Information Sciences 474, 154-169, 2019

1408.4636 2018-12-03 stat.AP 50%

Do we always need a filter?

Tiancheng Li, Juan M. Corchado, Javier Bajo, Shudong Sun, Juan F. De Paz

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

Comments 52 pages (single column), 32 figures, 4 tables and a huge number of interesting simulations are presented. The up to date version of this work can be found at https://sites.google.com/site/tianchengli85/o2

Journal ref Information Sciences: vol.329 (2016) vol.388 (2017), IEEE Communications Letters, vol.22, no.10, pp. 2064-2067, 2018

1811.11422 2018-11-29 cs.IR 50%

Exploiting "Quantum-like Interference" in Decision Fusion for Ranking Multimodal Documents

Dimitris Gkoumas, Dawei Sogn

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

1701.03619 2018-11-21 stat.ML cs.LG physics.data-an 50%

Diffusion-based nonlinear filtering for multimodal data fusion with application to sleep stage assessment

Ori Katz, Ronen Talmon, Yu-Lun Lo, Hau-Tieng Wu

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

1803.08010 2018-09-26 cs.SI physics.soc-ph stat.AP stat.ML 50%

Social Media Would Not Lie: Prediction of the 2016 Taiwan Election via Online Heterogeneous Data

Zheng Xie, Guannan Liu, Junjie Wu, Yong Tan

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

Journal ref EPJ Data Science,2018,7:32

1806.04856 2018-07-05 cs.CL 50%

Double Path Networks for Sequence to Sequence Learning

Kaitao Song, Xu Tan, Di He, Jianfeng Lu, Tao Qin, Tie-Yan Liu

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

Comments 11 pages, to appear in COLING 2018

1806.01563 2018-06-06 cs.AI cs.IT math.IT 50%

Multi-sensor data fusion based on a generalised belief divergence measure

Fuyuan Xiao

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

Comments 35 pages, 7 figures

1805.06145 2018-05-17 cs.CL 50%

Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension

Zhen Wang, Jiachen Liu, Xinyan Xiao, Yajuan Lyu, Tian Wu

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

Comments 10 pages, Accepted by ACL 2018

1805.00705 2018-05-17 cs.AI cs.LG stat.ML 50%

Investigating Audio, Visual, and Text Fusion Methods for End-to-End Automatic Personality Prediction

Onno Kampman, Elham J. Barezi, Dario Bertero, Pascale Fung

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

Comments Accepted at ACL2018 short paper

1. 融合架构与评测 1409 篇

Robust Vehicle Lane Keeping Control with Networked Proactive Adaptation

Leveraging Historical Interaction Data for Improving Conversational Recommender System

Multimodal Dialogue State Tracking By QA Approach with Data Augmentation

Low Rank Fusion based Transformers for Multimodal Sequences

Fame for sale: efficient detection of fake Twitter followers

Security and Privacy Approaches in Mixed Reality: A Literature Survey

Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention

On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification

A new approach for generation of generalized basic probability assignment in the evidence theory

Multi-Output Gaussian Processes for Multi-Population Longevity Modeling

Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series

PAC Guarantees for Cooperative Multi-Agent Reinforcement Learning with Restricted Communication

Asynchronous and time-varying proximal type dynamics multi-agent network games

Variational Fusion for Multimodal Sentiment Analysis

Bayesian fusion and multimodal DCM for EEG and fMRI

Multimodal Classification of Urban Micro-Events

Linking Gaussian Process regression with data-driven manifold embeddings for nonlinear data fusion

Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting

A Multimodal LSTM for Predicting Listener Empathic Responses Over Time

Testing Area of the SAGE Survey

Secure and Privacy-Preserving Consensus

Machine learning approaches to understand the influence of urban environments on human's physiological response

Do we always need a filter?

Exploiting "Quantum-like Interference" in Decision Fusion for Ranking Multimodal Documents

Diffusion-based nonlinear filtering for multimodal data fusion with application to sleep stage assessment

Social Media Would Not Lie: Prediction of the 2016 Taiwan Election via Online Heterogeneous Data

Double Path Networks for Sequence to Sequence Learning

Multi-sensor data fusion based on a generalised belief divergence measure

Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension

Investigating Audio, Visual, and Text Fusion Methods for End-to-End Automatic Personality Prediction