多模态信息融合 - arXivDaily 专题

2404.12149 2025-01-29 cs.AI 50%

AccidentBlip: Agent of Accident Warning based on MA-former

Yihua Shao, Yeling Xu, Xinwei Long, Siyu Chen, Ziyang Yan, Yang Yang, Haoting Liu, Yan Wang, Hao Tang, Zhen Lei

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

2501.13597 2025-01-27 cs.LG 50%

A Comprehensive Survey on Spectral Clustering with Graph Structure Learning

Kamal Berahmand, Farid Saberi-Movahed, Razieh Sheikhpour, Yuefeng Li, Mahdi Jalili

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

2501.06764 2025-01-27 cs.LG 50%

MTPareto: A MultiModal Targeted Pareto Framework for Fake News Detection

Kaiying Yan, Moyang Liu, Yukun Liu, Ruibo Fu, Zhengqi Wen, Jianhua Tao, Xuefei Liu, Guanjun Li

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

2501.12401 2025-01-23 physics.acc-ph nucl-ex 50%

A Safer, Smaller, Cleaner Subcritical Thorium Fission - Deuteron Fusion Hybrid Reactor: DD Collider Instead of Muonic Fusion

D. Akturk, A. C. Canbay, B. Dagli, U. Kaya, S. Sultansoy

专题命中融合架构与评测：hybrid fusion(abstract)

Comments 7 pages, 3 figures, 3 tables

2404.00320 2025-01-22 cs.AI 50%

Advancing Multimodal Data Fusion in Pain Recognition: A Strategy Leveraging Statistical Correlation and Human-Centered Perspectives

Xingrui Gu, Zhixuan Wang, Irisa Jin, Zekun Wu

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

Comments Accepted by AHRI 2024

Journal ref 2024 12th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)

2412.16847 2024-12-24 cs.HC cs.ET 50%

Fatigue Monitoring Using Wearables and AI: Trends, Challenges, and Future Opportunities

Kourosh Kakhi, Senthil Kumar Jagatheesaperumal, Abbas Khosravi, Roohallah Alizadehsani, U Rajendra Acharya

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

Comments 43 pages, 18 figures, 2 tables

2410.09289 2024-12-17 cs.SD cs.AI cs.LG eess.AS 50%

Multimodal Audio-based Disease Prediction with Transformer-based Hierarchical Fusion Network

Jinjin Cai, Ruiqi Wang, Dezhong Zhao, Ziqin Yuan, Victoria McKenna, Aaron Friedman, Rachel Foot, Susan Storey, Ryan Boente, Sudip Vhaduri, Byung-Cheol Min

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

2405.20313 2024-12-12 cs.LG q-bio.BM 50%

Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation

Guillaume Huguet, James Vuckovic, Kilian Fatras, Eric Thibodeau-Laufer, Pablo Lemos, Riashat Islam, Cheng-Hao Liu, Jarrid Rector-Brooks, Tara Akhound-Sadegh, Michael Bronstein, Alexander Tong, Avishek Joey Bose

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

Comments Presented at NeurIPS 2024

2412.04242 2024-12-06 cs.LG 50%

LMDM:Latent Molecular Diffusion Model For 3D Molecule Generation

Xiang Chen

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

Comments arXiv admin note: text overlap with arXiv:2209.05710 by other authors

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

1. 融合架构与评测 1418 篇

AccidentBlip: Agent of Accident Warning based on MA-former

A Comprehensive Survey on Spectral Clustering with Graph Structure Learning

MTPareto: A MultiModal Targeted Pareto Framework for Fake News Detection

A Safer, Smaller, Cleaner Subcritical Thorium Fission - Deuteron Fusion Hybrid Reactor: DD Collider Instead of Muonic Fusion

Advancing Multimodal Data Fusion in Pain Recognition: A Strategy Leveraging Statistical Correlation and Human-Centered Perspectives

Fatigue Monitoring Using Wearables and AI: Trends, Challenges, and Future Opportunities

Multimodal Audio-based Disease Prediction with Transformer-based Hierarchical Fusion Network

Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation

LMDM:Latent Molecular Diffusion Model For 3D Molecule Generation

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