多模态大模型 - arXivDaily 专题

2211.10506 2022-11-22 cs.LG 50%

A Transformer Framework for Data Fusion and Multi-Task Learning in Smart Cities

Alexander C. DeRieux, Walid Saad, Wangda Zuo, Rachmawan Budiarto, Mochamad Donny Koerniawan, Dwi Novitasari

专题命中多模态训练与对齐：multi-modal(abstract)

Comments 14 pages, 10 figures, 3 tables

2105.07597 2022-11-22 cs.IR cs.DB 50%

Variational Bandwidth Auto-encoder for Hybrid Recommender Systems

Yaochen Zhu, Zhenzhong Chen

专题命中多模态训练与对齐：multimodal(abstract)

2207.11717 2022-11-21 cs.LG 50%

A Priority Map for Vision-and-Language Navigation with Trajectory Plans and Feature-Location Cues

Jason Armitage, Leonardo Impett, Rico Sennrich

专题命中多模态训练与对齐：cross-modal(abstract)

Comments Accepted to WACV 2023

2201.04292 2022-10-12 cs.LG 50%

Predicting Terrorist Attacks in the United States using Localized News Data

Steven J. Krieg, Christian W. Smith, Rusha Chatterjee, Nitesh V. Chawla

专题命中多模态训练与对齐：multimodal(abstract)

2203.05235 2022-10-12 eess.SP 50%

Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging

Chao Lian, Yuliang Zhao, Zhikun Zhan, Wen J. Li

专题命中多模态训练与对齐：multi-modal(abstract)

2209.12018 2022-10-04 cs.HC 50%

Facilitating Self-monitored Physical Rehabilitation with Virtual Reality and Haptic feedback

Yu Jiang, Zhipeng Li, Ziyue Dang, Yuntao Wang, Yukang Yan, Y Zhang, Xinguang Wang, Yansong Li, Mouwang Zhou, Hua Tian, Yuanchun Shi

专题命中多模态训练与对齐：multimodal(abstract)

2205.04806 2022-10-04 stat.CO math.OC stat.ML 50%

Fixed-point iterations for several dissimilarity measure barycenters in the Gaussian case

Alessandro D'Ortenzio, Costanzo Manes, Umut Orguner

专题命中多模态训练与对齐：multimodal(abstract)

2209.13529 2022-09-28 q-bio.NC cs.LG 50%

Deep Cross-Modality and Resolution Graph Integration for Universal Brain Connectivity Mapping and Augmentation

Ece Cinar, Sinem Elif Haseki, Alaa Bessadok, Islem Rekik

专题命中多模态训练与对齐：multimodal(abstract)

2209.06272 2022-09-15 cs.DC 50%

Towards Efficient Architecture and Algorithms for Sensor Fusion

Zhendong Wang, Xiaoming Zeng, Shuaiwen Leon Song, Yang Hu

专题命中多模态训练与对齐：multi-modal(abstract)

2109.10871 2022-08-10 cs.RO stat.AP 50%

Nested Sampling for Non-Gaussian Inference in SLAM Factor Graphs

Qiangqiang Huang, Alan Papalia, John J. Leonard

专题命中多模态训练与对齐：multi-modal(abstract)

Journal ref IEEE Robotics and Automation Letters, vol. 7, no. 4, pp. 9232-9239, Oct. 2022

2208.03075 2022-08-08 cs.LG 50%

PGX: A Multi-level GNN Explanation Framework Based on Separate Knowledge Distillation Processes

Tien-Cuong Bui, Wen-syan Li, Sang-Kyun Cha

专题命中多模态训练与对齐：multimodal(abstract)

Comments 11 pages, 8 figures

1912.06780 2022-07-29 math.ST eess.SP stat.TH 50%

Formal Definitions of Conservative Probability Distribution Functions (PDFs)

Shane Lubold, Clark N. Taylor

专题命中多模态训练与对齐：multi-modal(abstract)

Journal ref Information Fusion, 2022

2203.12616 2022-06-10 cs.LG 50%

Unsupervised Pre-Training on Patient Population Graphs for Patient-Level Predictions

Chantal Pellegrini, Anees Kazi, Nassir Navab

专题命中多模态训练与对齐：multi-modal(abstract)

Comments 10 pages, 1 figure, 3 tables

2205.04202 2022-05-10 cs.RO 50%

Multimodel Sensor Fusion for Learning Rich Models for Interacting Soft Robots

Thomas George Thuruthel, Fumiya Iida

专题命中多模态训练与对齐：multimodal(abstract)

Comments Under review in IROS 2022

2204.07777 2022-04-19 eess.SP cs.CR cs.LG 50%

Exploiting Multiple EEG Data Domains with Adversarial Learning

David Bethge, Philipp Hallgarten, Ozan Özdenizci, Ralf Mikut, Albrecht Schmidt, Tobias Grosse-Puppendahl

专题命中多模态训练与对齐：multi-modal(abstract)

Comments 5 pages, 3 figures, IEEE EMBC 2022 full paper

2203.01389 2022-03-04 cs.RO cs.SY eess.SY 50%

Graph-based Multi-sensor Fusion for Consistent Localization of Autonomous Construction Robots

Julian Nubert, Shehryar Khattak, Marco Hutter

专题命中多模态训练与对齐：multi-modal(abstract)

Comments 7 pages, 6 figures, 2 tables

2202.13500 2022-03-01 cs.SI cs.HC 50%

The Golden Circle: Creating Socio-technical Alignment in Content Moderation

Abhishek Gupta, Iga Kozlowska, Nga Than

专题命中多模态训练与对齐：multimodal(abstract)

Comments 6 pages, 1 figure, 1 table

2005.06935 2022-03-01 cs.LG stat.ML 50%

Simultaneous imputation and disease classification in incomplete medical datasets using Multigraph Geometric Matrix Completion (MGMC)

Gerome Vivar, Anees Kazi, Hendrik Burwinkel, Andreas Zwergal, Nassir Navab, Seyed-Ahmad Ahmadi

专题命中多模态训练与对齐：multimodal(abstract)

2111.02887 2022-02-25 cs.NI cs.LG 50%

Self-Supervised Radio-Visual Representation Learning for 6G Sensing

Mohammed Alloulah, Akash Deep Singh, Maximilian Arnold

专题命中多模态训练与对齐：cross-modal(abstract)

Comments To appear in IEEE ICC '22

2107.09510 2022-02-23 eess.SP cs.LG 50%

Modality Fusion Network and Personalized Attention in Momentary Stress Detection in the Wild

Han Yu, Thomas Vaessen, Inez Myin-Germeys, Akane Sano

专题命中多模态训练与对齐：multimodal(abstract)

Comments 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII)

2106.03287 2021-12-24 cs.RO cs.LG 50%

Stein ICP for Uncertainty Estimation in Point Cloud Matching

Fahira Afzal Maken, Fabio Ramos, Lionel Ott

专题命中多模态训练与对齐：multi-modal(abstract)

Comments 8 pages, 7 figures, Robotics and Automation Letters

2011.02000 2021-12-20 q-bio.QM eess.SP 50%

Detection of Maternal and Fetal Stress from the Electrocardiogram with Self-Supervised Representation Learning

Pritam Sarkar, Silvia Lobmaier, Bibiana Fabre, Diego González, Alexander Mueller, Martin G. Frasch, Marta C. Antonelli, Ali Etemad

专题命中多模态训练与对齐：multi-modal(abstract)

Comments ClinicalTrials.gov registration number: NCT03389178. Code repo: https://code.engineering.queensu.ca/17ps21/ssl-ecg-v2

Journal ref Scientific Reports, December 2021

2112.02566 2021-12-07 cs.HC eess.SP 50%

Improving Intention Detection in Single-Trial Classification through Fusion of EEG and Eye-tracker Data

Xianliang Ge, Yunxian Pan, Sujie Wang, Linze Qian, Jingjia Yuan, Jie Xu, Nitish Thakor, Yu Sun

专题命中多模态训练与对齐：multi-modal(abstract)

2111.15043 2021-12-01 cs.RO 50%

RailLoMer: Rail Vehicle Localization and Mapping with LiDAR-IMU-Odometer-GNSS Data Fusion

Yusheng Wang, Yidong Lou, Yi Zhang, Weiwei Song, Fei Huang, Zhiyong Tu, Shimin Zhang

专题命中多模态训练与对齐：multi-modal(abstract)

2111.00762 2021-11-02 cs.RO 50%

MetroLoc: Metro Vehicle Mapping and Localization with LiDAR-Camera-Inertial Integration

Yusheng Wang, Weiwei Song, Yi Zhang, Fei Huang, Zhiyong Tu, Yidong Lou

专题命中多模态训练与对齐：multi-modal(abstract)

2110.03523 2021-10-08 eess.SP cs.IT math.IT math.OC 50%

Range and Bearing Data Fusion for Precise Convex Network Localization

Claudia Soares, Filipa Valdeira, Joao Gomes

专题命中多模态训练与对齐：multimodal(abstract)

Journal ref IEEE Signal Processing Letters 27 (2020): 670-674

2105.03296 2021-10-06 cs.RO 50%

VIRAL SLAM: Tightly Coupled Camera-IMU-UWB-Lidar SLAM

Thien-Minh Nguyen, Shenghai Yuan, Muqing Cao, Thien Hoang Nguyen, Lihua Xie

专题命中多模态训练与对齐：multi-modal(abstract)

2101.07342 2021-09-15 eess.IV cs.LG q-bio.QM 50%

Feature Fusion of Raman Chemical Imaging and Digital Histopathology using Machine Learning for Prostate Cancer Detection

Trevor Doherty, Susan McKeever, Nebras Al-Attar, Tiarnan Murphy, Claudia Aura, Arman Rahman, Amanda O'Neill, Stephen P Finn, Elaine Kay, William M. Gallagher, R. William G. Watson, Aoife Gowen, Patrick Jackman

专题命中多模态训练与对齐：multimodal(abstract)

Comments 19 pages, 8 tables, 18 figures

2104.14938 2021-08-23 cs.RO 50%

Super Odometry: IMU-centric LiDAR-Visual-Inertial Estimator for Challenging Environments

Shibo Zhao, Hengrui Zhang, Peng Wang, Lucas Nogueira, Sebastian Scherer

专题命中多模态训练与对齐：multi-modal(abstract)

2108.05316 2021-08-12 cs.SE 50%

Why are Some Bugs Non-Reproducible? An Empirical Investigation using Data Fusion

Mohammad Masudur Rahman, Foutse Khomh, Marco Castelluccio

专题命中多模态训练与对齐：multimodal(abstract)

Comments 12 pages

Journal ref 2020 IEEE International Conference on Software Maintenance and Evolution (ICSME)

1. 多模态训练与对齐 6942 篇

A Transformer Framework for Data Fusion and Multi-Task Learning in Smart Cities

Variational Bandwidth Auto-encoder for Hybrid Recommender Systems

A Priority Map for Vision-and-Language Navigation with Trajectory Plans and Feature-Location Cues

Predicting Terrorist Attacks in the United States using Localized News Data

Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging

Facilitating Self-monitored Physical Rehabilitation with Virtual Reality and Haptic feedback

Fixed-point iterations for several dissimilarity measure barycenters in the Gaussian case

Deep Cross-Modality and Resolution Graph Integration for Universal Brain Connectivity Mapping and Augmentation

Towards Efficient Architecture and Algorithms for Sensor Fusion

Nested Sampling for Non-Gaussian Inference in SLAM Factor Graphs

PGX: A Multi-level GNN Explanation Framework Based on Separate Knowledge Distillation Processes

Formal Definitions of Conservative Probability Distribution Functions (PDFs)

Unsupervised Pre-Training on Patient Population Graphs for Patient-Level Predictions

Multimodel Sensor Fusion for Learning Rich Models for Interacting Soft Robots

Exploiting Multiple EEG Data Domains with Adversarial Learning

Graph-based Multi-sensor Fusion for Consistent Localization of Autonomous Construction Robots

The Golden Circle: Creating Socio-technical Alignment in Content Moderation

Simultaneous imputation and disease classification in incomplete medical datasets using Multigraph Geometric Matrix Completion (MGMC)

Self-Supervised Radio-Visual Representation Learning for 6G Sensing

Modality Fusion Network and Personalized Attention in Momentary Stress Detection in the Wild

Stein ICP for Uncertainty Estimation in Point Cloud Matching

Detection of Maternal and Fetal Stress from the Electrocardiogram with Self-Supervised Representation Learning

Improving Intention Detection in Single-Trial Classification through Fusion of EEG and Eye-tracker Data

RailLoMer: Rail Vehicle Localization and Mapping with LiDAR-IMU-Odometer-GNSS Data Fusion

MetroLoc: Metro Vehicle Mapping and Localization with LiDAR-Camera-Inertial Integration

Range and Bearing Data Fusion for Precise Convex Network Localization

VIRAL SLAM: Tightly Coupled Camera-IMU-UWB-Lidar SLAM

Feature Fusion of Raman Chemical Imaging and Digital Histopathology using Machine Learning for Prostate Cancer Detection

Super Odometry: IMU-centric LiDAR-Visual-Inertial Estimator for Challenging Environments

Why are Some Bugs Non-Reproducible? An Empirical Investigation using Data Fusion