多模态信息融合 - arXivDaily 专题

2408.14809 2024-12-04 cs.CL 50%

GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment Analysis

Yijie Jin

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

Comments Withdraw for the error in the paper

2412.00053 2024-12-03 cs.LG cs.AI cs.CL 50%

LeMoLE: LLM-Enhanced Mixture of Linear Experts for Time Series Forecasting

Lingzheng Zhang, Lifeng Shen, Yimin Zheng, Shiyuan Piao, Ziyue Li, Fugee Tsung

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

2411.16787 2024-11-27 cs.CL cs.IR 50%

Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification

Wei Ai, Jianbin Li, Ze Wang, Yingying Wei, Tao Meng, Yuntao Shou, Keqin Lib

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

Comments 16 pages, 6 figures

2410.00392 2024-11-22 eess.SY cs.AR cs.SY 50%

MERIT: Multimodal Wearable Vital Sign Waveform Monitoring

Yongyang Tang, Zhe Chen, Ang Li, Tianyue Zheng, Zheng Lin, Jia Xu, Pin Lv, Zhe Sun, Yue Gao

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

Comments 8 pages, 10 figures

2411.08414 2024-11-14 cs.LG cond-mat.mtrl-sci cs.AI 50%

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning

Chao Huang, Chunyan Chen, Ling Shi, Chen Chen

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

2411.04158 2024-11-08 eess.AS cs.CL cs.LG cs.SD 50%

Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection

Nana Lin, Youxiang Zhu, Xiaohui Liang, John A. Batsis, Caroline Summerour

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

2311.10671 2024-11-05 cs.LG cs.AI 50%

Fuse It or Lose It: Deep Fusion for Multimodal Simulation-Based Inference

Marvin Schmitt, Leona Odole, Stefan T. Radev, Paul-Christian Bürkner

专题命中融合架构与评测：hybrid fusion(abstract)

2411.00268 2024-11-04 cs.LG 50%

Clustering ensemble algorithm with high-order consistency learning

Jianwen Gan, Yan Chen, Peng Zhou, Liang Du

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

Comments in Chinese language

Journal ref Journal of Computer Applications, 2023, 43(9),2665-2672

2410.20391 2024-10-29 cs.LG 50%

Hierarchical Multiple Kernel K-Means Algorithm Based on Sparse Connectivity

Lei Wang, Liang Du, Peng Zhou

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

Comments in Chinese language

Journal ref Computer Science, 2023, 50(02), 138-145

2410.10407 2024-10-15 cs.CL 50%

MMCFND: Multimodal Multilingual Caption-aware Fake News Detection for Low-resource Indic Languages

Shubhi Bansal, Nishit Sushil Singh, Shahid Shafi Dar, Nagendra Kumar

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

2409.04275 2024-10-15 cs.LG 50%

AttentionX: Exploiting Consensus Discrepancy In Attention from A Distributed Optimization Perspective

Guoqiang Zhang, Richard Heusdens

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

2403.17372 2024-10-08 cs.IR 50%

An Empirical Study of Training ID-Agnostic Multi-modal Sequential Recommenders

Youhua Li, Hanwen Du, Yongxin Ni, Yuanqi He, Junchen Fu, Xiangyan Liu, Qi Guo

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

Comments An Empirical Study of Training ID-Agnostic Multi-modal Sequential Recommenders

2406.09706 2024-09-17 eess.AS 50%

A Multimodal Framework for the Assessment of the Schizophrenia Spectrum

Gowtham Premananth, Yashish M. Siriwardena, Philip Resnik, Sonia Bansal, Deanna L. Kelly, Carol Espy-Wilson

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

Comments Accepted to be presented at Interspeech 2024

2409.01673 2024-09-13 physics.geo-ph 50%

Attenuation of marine seismic interference noise employing a customized U-Net

Jing Sun, Sigmund Slang, Thomas Elboth, Thomas Larsen Greiner, Steven McDonald, Leiv-J Gelius

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

Journal ref Geophysical Prospecting, 2020, vol. 68, no. 3, pp. 845-871

2304.01008 2024-08-19 cs.LG cs.AI cs.CL 50%

Self-Supervised Multimodal Learning: A Survey

Yongshuo Zong, Oisin Mac Aodha, Timothy Hospedales

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

Comments Accepted to IEEE T-PAMI

2408.06117 2024-08-13 eess.SY cs.SY 50%

Modelling of measuring systems -- From white box models to cognitive approaches

Nadine Schiering, Sascha Eichstaedt, Michael Heizmann, Wolfgang Koch, Linda-Sophie Schneider, Stephan Scheele, Klaus-Dieter Sommer

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

Comments 8 pages, 13 figures, 1 table, XXIV IMEKO World Congress - Think Metrology, August 26 - 29, 2024, Hamburg, Germany

2401.15867 2024-07-26 cs.IT math.IT 50%

An Information Aggregation Operator

Heyang Gong

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

2406.18884 2024-06-28 cs.AI 50%

Sequential three-way group decision-making for double hierarchy hesitant fuzzy linguistic term set

Nanfang Luo, Qinghua Zhang, Qin Xie, Yutai Wang, Longjun Yin, Guoyin Wang

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

2406.16853 2024-06-25 cs.LG cond-mat.mtrl-sci cs.AI q-bio.BM 50%

GeoMFormer: A General Architecture for Geometric Molecular Representation Learning

Tianlang Chen, Shengjie Luo, Di He, Shuxin Zheng, Tie-Yan Liu, Liwei Wang

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

Comments 25 pages, 13 tables, l figure; ICML 2024 camera ready version

2406.11928 2024-06-19 cs.LG cs.AI 50%

FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction

Muhao Xu, Zhenfeng Zhu, Youru Li, Shuai Zheng, Yawei Zhao, Kunlun He, Yao Zhao

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

Comments Accepted by KDD 2024 (Research Track)

2406.01934 2024-06-06 cs.CL 50%

Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking

Zefeng Zhang, Jiawei Sheng, Chuang Zhang, Yunzhi Liang, Wenyuan Zhang, Siqi Wang, Tingwen Liu

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

Comments Findings of ACL 2024

2406.00561 2024-06-04 cs.LG 50%

Learning to Approximate Particle Smoothing Trajectories via Diffusion Generative Models

Ella Tamir, Arno Solin

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

2405.19642 2024-05-31 cs.AI 50%

Few-shot fault diagnosis based on multi-scale graph convolution filtering for industry

Mengjie Gan, Penglong Lian, Zhiheng Su, Jiyang Zhang, Jialong Huang, Benhao Wang, Jianxiao Zou, Shicai Fan

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

Comments 6 pages, 2 figures, 2 tables, 63rd IEEE Conference on Decision and Control

2405.14545 2024-05-24 q-bio.BM cs.LG 50%

A Cross-Field Fusion Strategy for Drug-Target Interaction Prediction

Hongzhi Zhang, Xiuwen Gong, Shirui Pan, Jia Wu, Bo Du, Wenbin Hu

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

2404.13067 2024-04-23 cs.CL cs.AI cs.LG 50%

Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach

Feihu Jiang, Chuan Qin, Jingshuai Zhang, Kaichun Yao, Xi Chen, Dazhong Shen, Chen Zhu, Hengshu Zhu, Hui Xiong

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

Comments ICME 2024 Accepted

2401.03429 2024-04-23 cs.HC 50%

MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition

Zheng Lian, Licai Sun, Yong Ren, Hao Gu, Haiyang Sun, Lan Chen, Bin Liu, Jianhua Tao

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

2402.10381 2024-04-18 cs.IR cs.AI 50%

UMAIR-FPS: User-aware Multi-modal Animation Illustration Recommendation Fusion with Painting Style

Yan Kang, Hao Lin, Mingjian Yang, Shin-Jye Lee

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

Comments Accepted by DASFAA 2024 Research track

2404.06182 2024-04-10 cs.NI 50%

Streamlined Transmission: A Semantic-Aware XR Deployment Framework Enhanced by Generative AI

Wanting Yang, Zehui Xiong, Tony Q. S. Quek, Xuemin Shen

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

Comments Under review with IEEE Network

2312.02184 2024-04-04 cs.IT cs.LG math.IT 50%

Channel-Feedback-Free Transmission for Downlink FD-RAN: A Radio Map based Complex-valued Precoding Network Approach

Jiwei Zhao, Jiacheng Chen, Zeyu Sun, Yuhang Shi, Haibo Zhou, Xuemin, Shen

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

Comments Content error, and I don't like to make it public now

2403.13828 2024-03-22 eess.SY cs.SY math.ST stat.TH 50%

Optimal State Estimation in the Presence of Non-Gaussian Uncertainty via Wasserstein Distance Minimization

Himanshu Prabhat, Raktim Bhattacharya

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

1. 融合架构与评测 1409 篇

GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment Analysis

LeMoLE: LLM-Enhanced Mixture of Linear Experts for Time Series Forecasting

Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification

MERIT: Multimodal Wearable Vital Sign Waveform Monitoring

Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning

Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection

Fuse It or Lose It: Deep Fusion for Multimodal Simulation-Based Inference

Clustering ensemble algorithm with high-order consistency learning

Hierarchical Multiple Kernel K-Means Algorithm Based on Sparse Connectivity

MMCFND: Multimodal Multilingual Caption-aware Fake News Detection for Low-resource Indic Languages

AttentionX: Exploiting Consensus Discrepancy In Attention from A Distributed Optimization Perspective

An Empirical Study of Training ID-Agnostic Multi-modal Sequential Recommenders

A Multimodal Framework for the Assessment of the Schizophrenia Spectrum

Attenuation of marine seismic interference noise employing a customized U-Net

Self-Supervised Multimodal Learning: A Survey

Modelling of measuring systems -- From white box models to cognitive approaches

An Information Aggregation Operator

Sequential three-way group decision-making for double hierarchy hesitant fuzzy linguistic term set

GeoMFormer: A General Architecture for Geometric Molecular Representation Learning

FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction

Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking

Learning to Approximate Particle Smoothing Trajectories via Diffusion Generative Models

Few-shot fault diagnosis based on multi-scale graph convolution filtering for industry

A Cross-Field Fusion Strategy for Drug-Target Interaction Prediction

Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach

MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition

UMAIR-FPS: User-aware Multi-modal Animation Illustration Recommendation Fusion with Painting Style

Streamlined Transmission: A Semantic-Aware XR Deployment Framework Enhanced by Generative AI

Channel-Feedback-Free Transmission for Downlink FD-RAN: A Radio Map based Complex-valued Precoding Network Approach

Optimal State Estimation in the Presence of Non-Gaussian Uncertainty via Wasserstein Distance Minimization