多模态信息融合 - arXivDaily 专题

2309.02911 2023-10-10 cs.LG 50%

A Multimodal Learning Framework for Comprehensive 3D Mineral Prospectivity Modeling with Jointly Learned Structure-Fluid Relationships

Yang Zheng, Hao Deng, Ruisheng Wang, Jingjie Wu

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

Comments Upon careful review, it has come to our attention that inaccuracies exist in the formulation of the structure-fluid relationships, impacting the validity of the presented results

2310.02453 2023-10-05 cs.LG 50%

Dual-stage Flows-based Generative Modeling for Traceable Urban Planning

Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu

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

2308.14063 2023-09-07 cs.SD eess.AS 50%

Anomalous Sound Detection Using Self-Attention-Based Frequency Pattern Analysis of Machine Sounds

Hejing Zhang, Jian Guan, Qiaoxi Zhu, Feiyang Xiao, Youde Liu

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

Comments Published in INTERSPEECH 2023

2308.04067 2023-08-15 cs.IR 50%

Online Distillation-enhanced Multi-modal Transformer for Sequential Recommendation

Wei Ji, Xiangyan Liu, An Zhang, Yinwei Wei, Yongxin Ni, Xiang Wang

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

Comments 11 pages, 7 figures, accepted in ACM MM 2023

2307.16026 2023-08-01 cs.LG cs.SI 50%

MUSE: Multi-View Contrastive Learning for Heterophilic Graphs

Mengyi Yuan, Minjie Chen, Xiang Li

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

2306.03645 2023-08-01 cs.CE 50%

Novel DeepONet architecture to predict stresses in elastoplastic structures with variable complex geometries and loads

Junyan He, Seid Koric, Shashank Kushwaha, Jaewan Park, Diab Abueidda, Iwona Jasiuk

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

2307.14952 2023-07-28 cs.LG cs.DC cs.NI 50%

Network Fault-tolerant and Byzantine-resilient Social Learning via Collaborative Hierarchical Non-Bayesian Learning

Connor Mclaughlin, Matthew Ding, Denis Edogmus, Lili Su

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

Comments 11 pages, 1 figure

2306.15796 2023-06-29 cs.AI 50%

ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis

Yakun Yu, Mingjun Zhao, Shi-ang Qi, Feiran Sun, Baoxun Wang, Weidong Guo, Xiaoli Wang, Lei Yang, Di Niu

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

Comments Accepted by ACL Findings 2023

2306.13957 2023-06-27 cs.LG q-bio.BM 50%

DiffDTM: A conditional structure-free framework for bioactive molecules generation targeted for dual proteins

Lei Huang, Zheng Yuan, Huihui Yan, Rong Sheng, Linjing Liu, Fuzhou Wang, Weidun Xie, Nanjun Chen, Fei Huang, Songfang Huang, Ka-Chun Wong, Yaoyun Zhang

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

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)

1. 融合架构与评测 1418 篇

A Multimodal Learning Framework for Comprehensive 3D Mineral Prospectivity Modeling with Jointly Learned Structure-Fluid Relationships

Dual-stage Flows-based Generative Modeling for Traceable Urban Planning

Anomalous Sound Detection Using Self-Attention-Based Frequency Pattern Analysis of Machine Sounds

Online Distillation-enhanced Multi-modal Transformer for Sequential Recommendation

MUSE: Multi-View Contrastive Learning for Heterophilic Graphs

Novel DeepONet architecture to predict stresses in elastoplastic structures with variable complex geometries and loads

Network Fault-tolerant and Byzantine-resilient Social Learning via Collaborative Hierarchical Non-Bayesian Learning

ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis

DiffDTM: A conditional structure-free framework for bioactive molecules generation targeted for dual proteins

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