多模态大模型 - arXivDaily 专题

2403.16875 2024-03-26 cs.RO 78%

TAIL: A Terrain-Aware Multi-Modal SLAM Dataset for Robot Locomotion in Deformable Granular Environments

Chen Yao, Yangtao Ge, Guowei Shi, Zirui Wang, Ningbo Yang, Zheng Zhu, Hexiang Wei, Yuntian Zhao, Jing Wu, Zhenzhong Jia

专题命中多模态评测：multi-modal(title,abstract)

Comments Submitted to IEEE Robotics and Automation Letters

2403.05606 2024-03-12 cs.LG cs.AI cs.CL cs.CV 78%

A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data

Yifan Wu, Yang Liu, Yue Yang, Michael S. Yao, Wenli Yang, Xuehui Shi, Lihong Yang, Dongjun Li, Yueming Liu, James C. Gee, Xuan Yang, Wenbin Wei, Shi Gu

专题命中多模态评测：multimodal(title)；分类 cs.CV、cs.CL、cs.AI

2312.10187 2024-03-07 eess.SP cs.LG 78%

TSRNet: Simple Framework for Real-time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network

Nhat-Tan Bui, Dinh-Hieu Hoang, Thinh Phan, Minh-Triet Tran, Brijesh Patel, Donald Adjeroh, Ngan Le

专题命中多模态评测：multimodal(title,abstract)

Comments Accepted at ISBI 2024

2402.14136 2024-02-23 cs.RO cs.LG eess.SP 78%

GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors

Ho Lyun Jeong, Ziqi Wang, Colin Samplawski, Jason Wu, Shiwei Fang, Lance M. Kaplan, Deepak Ganesan, Benjamin Marlin, Mani Srivastava

专题命中多模态评测：multimodal(title,abstract)

2402.07910 2024-02-14 cs.HC 78%

Experimental Interface for Multimodal and Large Language Model Based Explanations of Educational Recommender Systems

Hasan Abu-Rasheed, Christian Weber, Madjid Fathi

专题命中多模态评测：multimodal(title,abstract)

2110.03196 2024-02-13 math.OC cs.NE 78%

Explicitly Multi-Modal Benchmarks for Multi-Objective Optimization

Ryosuke Ota, Reiya Hagiwara, Naoki Hamada, Likun Liu, Takahiro Yamamoto, Daisuke Sakurai

专题命中多模态评测：multi-modal(title)；multimodal(abstract)

2402.05882 2024-02-09 cs.SI cs.CY cs.HC 78%

GET-Tok: A GenAI-Enriched Multimodal TikTok Dataset Documenting the 2022 Attempted Coup in Peru

Gabriela Pinto, Keith Burghardt, Kristina Lerman, Emilio Ferrara

专题命中多模态评测：multimodal(title,abstract)

Comments Github repository: https://github.com/gabbypinto/GET-Tok-Peru

2307.04461 2024-02-07 cs.LG 78%

Multi-modal Graph Learning over UMLS Knowledge Graphs

Manuel Burger, Gunnar Rätsch, Rita Kuznetsova

专题命中多模态评测：multi-modal(title,abstract)

Comments Machine Learning for Health (ML4H) 2023 in Proceedings of Machine Learning Research 225

Journal ref PMLR 225:52-81, 2023

2401.15544 2024-01-30 cs.LG 78%

Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform

Ramy Harik, Fadi El Kalach, Jad Samaha, Devon Clark, Drew Sander, Philip Samaha, Liam Burns, Ibrahim Yousif, Victor Gadow, Theodros Tarekegne, Nitol Saha

专题命中多模态评测：multi-modal(title,abstract)

Comments 11 pages, datasets for Future Factories

2401.12652 2024-01-24 cs.CE q-fin.CP 78%

From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset

Henri Arno, Klaas Mulier, Joke Baeck, Thomas Demeester

专题命中多模态评测：multi-modal(title,abstract)

Comments Presented at the 6th Workshop on Financial Technology and Natural Language Processing (FinNLP) @ IJCNLP-AACL 2023 in Bali, Indonesia

2401.11888 2024-01-23 cs.CE cs.LG 78%

Multimodal Deep Learning of Word-of-Mouth Text and Demographics to Predict Customer Rating: Handling Consumer Heterogeneity in Marketing

Junichiro Niimi

专题命中多模态评测：multimodal(title,abstract)

2401.08424 2024-01-17 cs.HC 78%

Multimodal assessment of best possible self as a self-regulatory activity for the classroom

Batuhan Sayis, Marc Beardsley, Marta Portero-Tresserra

专题命中多模态评测：multimodal(title,abstract)

Comments Accepted for publication at 11th International Conference on Affective Computing and Intelligent Interaction (ACII'2023)

2308.16900 2024-01-17 cs.LG 78%

Learning to Taste: A Multimodal Wine Dataset

Thoranna Bender, Simon Moe Sørensen, Alireza Kashani, K. Eldjarn Hjorleifsson, Grethe Hyldig, Søren Hauberg, Serge Belongie, Frederik Warburg

专题命中多模态评测：multimodal(title,abstract)

Comments Accepted to NeurIPS 2023. See project page: https://thoranna.github.io/learning_to_taste/

2401.05440 2024-01-12 eess.SP cs.HC cs.LG 78%

Autosen: improving automatic wifi human sensing through cross-modal autoencoder

Qian Gao, Yanling Hao, Yuanwei Liu

专题命中多模态评测：cross-modal(title,abstract)

2302.02978 2023-12-20 cs.LG 78%

MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields

Jiaying Lu, Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang

专题命中多模态评测：multimodal(title,abstract)

Journal ref In Findings of the Association for Computational Linguistics: EMNLP 2023

2311.12711 2023-11-22 cs.LG q-bio.GN 78%

Regression-Based Analysis of Multimodal Single-Cell Data Integration Strategies

Bhavya Mehta, Nirmit Deliwala, Madhav Chandane

专题命中多模态评测：multimodal(title,abstract)

2311.06500 2023-11-14 cs.IT math.IT 78%

Knowledge Distillation and Training Balance for Heterogeneous Decentralized Multi-Modal Learning over Wireless Networks

Benshun Yin, Zhiyong Chen, Meixia Tao

专题命中多模态评测：multi-modal(title,abstract)

Comments submitted to IEEE Trans. on Mobile Computing

2301.05798 2023-10-31 math.OC cs.GT econ.GN q-fin.EC 78%

Regulating For-Hire Autonomous Vehicles for An Equitable Multimodal Transportation Network

Jing Gao, Sen Li

专题命中多模态评测：multimodal(title,abstract)

2303.00233 2023-10-16 q-bio.GN cs.LG 78%

Single-Cell Multimodal Prediction via Transformers

Wenzhuo Tang, Hongzhi Wen, Renming Liu, Jiayuan Ding, Wei Jin, Yuying Xie, Hui Liu, Jiliang Tang

专题命中多模态评测：multimodal(title,abstract)

Comments CIKM 2023

Journal ref In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM 23), 2023, Birmingham, United Kingdom

2309.02911 2023-10-10 cs.LG 78%

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

Yang Zheng, Hao Deng, Ruisheng Wang, Jingjie Wu

专题命中多模态评测：multimodal(title,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

2308.16437 2023-09-01 cs.IR cs.LG 78%

AntM$^{2}$C: A Large Scale Dataset For Multi-Scenario Multi-Modal CTR Prediction

Zhaoxin Huan, Ke Ding, Ang Li, Xiaolu Zhang, Xu Min, Yong He, Liang Zhang, Jun Zhou, Linjian Mo, Jinjie Gu, Zhongyi Liu, Wenliang Zhong, Guannan Zhang

专题命中多模态评测：multi-modal(title,abstract)

2212.01241 2023-08-30 cs.PF 78%

MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications

Cheng Xu, Xiaofeng Hou, Jiacheng Liu, Chao Li, Tianhao Huang, Xiaozhi Zhu, Mo Niu, Lingyu Sun, Peng Tang, Tongqiao Xu, Kwang-Ting Cheng, Minyi Guo

专题命中多模态评测：multi-modal(title,abstract)

2308.12911 2023-08-25 cs.IR 78%

On Popularity Bias of Multimodal-aware Recommender Systems: a Modalities-driven Analysis

Daniele Malitesta, Giandomenico Cornacchia, Claudio Pomo, Tommaso Di Noia

专题命中多模态评测：multimodal(title,abstract)

2303.05555 2023-08-23 cs.RO 78%

Pohang Canal Dataset: A Multimodal Maritime Dataset for Autonomous Navigation in Restricted Waters

Dongha Chung, Jonghwi Kim, Changyu Lee, Jinwhan Kim

专题命中多模态评测：multimodal(title,abstract)

Comments Submitted to IJRR as a data paper for review

Journal ref The International Journal of Robotics Research. 2023

2308.07131 2023-08-15 cs.NI 78%

Multimodal Multiple Federated Feature Construction Method for IoT Environments

Afsaneh Mahanipour, Hana Khamfroush

专题命中多模态评测：multimodal(title,abstract)

Comments This paper has been accepted at 2023 IEEE Global Communications Conference: IoT and Sensor Networks

2303.05711 2023-08-15 cs.RO 78%

Learning Multimodal Bipedal Locomotion and Implicit Transitions: A Versatile Policy Approach

Lokesh Krishna, Quan Nguyen

专题命中多模态评测：multimodal(title,abstract)

Comments 8 pages, 9 figures

2303.14880 2023-08-10 cs.RO 78%

Toward Human-Like Social Robot Navigation: A Large-Scale, Multi-Modal, Social Human Navigation Dataset

Duc M. Nguyen, Mohammad Nazeri, Amirreza Payandeh, Aniket Datar, Xuesu Xiao

专题命中多模态评测：multi-modal(title,abstract)

Comments Accepted by 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2023)

2307.03337 2023-08-08 cs.LG eess.SP 78%

Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data

Tanvir Islam, Peter Washington

专题命中多模态评测：multimodal(title,abstract)

Journal ref International Conference on Machine Learning (ICML), Honolulu, Hawaii, USA. 2023

2303.16109 2023-07-27 cs.LG cs.RO 78%

Multimodal Manoeuvre and Trajectory Prediction for Automated Driving on Highways Using Transformer Networks

Sajjad Mozaffari, Mreza Alipour Sormoli, Konstantinos Koufos, Mehrdad Dianati

专题命中多模态评测：multimodal(title,abstract)

Comments 8 pages, 3 figures, submitted to IEEE RAL

2307.12199 2023-07-25 cs.HC 78%

Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning

Yang Ouyang, Yuchen Wu, He Wang, Chenyang Zhang, Furui Cheng, Chang Jiang, Lixia Jin, Yuanwu Cao, Quan Li

专题命中多模态评测：multimodal(title,abstract)

Comments Accepted by IEEE VIS 2023

1. 多模态评测 9204 篇

TAIL: A Terrain-Aware Multi-Modal SLAM Dataset for Robot Locomotion in Deformable Granular Environments

A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data

TSRNet: Simple Framework for Real-time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network

GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors

Experimental Interface for Multimodal and Large Language Model Based Explanations of Educational Recommender Systems

Explicitly Multi-Modal Benchmarks for Multi-Objective Optimization

GET-Tok: A GenAI-Enriched Multimodal TikTok Dataset Documenting the 2022 Attempted Coup in Peru

Multi-modal Graph Learning over UMLS Knowledge Graphs

Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform

From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset

Multimodal Deep Learning of Word-of-Mouth Text and Demographics to Predict Customer Rating: Handling Consumer Heterogeneity in Marketing

Multimodal assessment of best possible self as a self-regulatory activity for the classroom

Learning to Taste: A Multimodal Wine Dataset

Autosen: improving automatic wifi human sensing through cross-modal autoencoder

MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields

Regression-Based Analysis of Multimodal Single-Cell Data Integration Strategies

Knowledge Distillation and Training Balance for Heterogeneous Decentralized Multi-Modal Learning over Wireless Networks

Regulating For-Hire Autonomous Vehicles for An Equitable Multimodal Transportation Network

Single-Cell Multimodal Prediction via Transformers

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

AntM$^{2}$C: A Large Scale Dataset For Multi-Scenario Multi-Modal CTR Prediction

MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications

On Popularity Bias of Multimodal-aware Recommender Systems: a Modalities-driven Analysis

Pohang Canal Dataset: A Multimodal Maritime Dataset for Autonomous Navigation in Restricted Waters

Multimodal Multiple Federated Feature Construction Method for IoT Environments

Learning Multimodal Bipedal Locomotion and Implicit Transitions: A Versatile Policy Approach

Toward Human-Like Social Robot Navigation: A Large-Scale, Multi-Modal, Social Human Navigation Dataset

Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data

Multimodal Manoeuvre and Trajectory Prediction for Automated Driving on Highways Using Transformer Networks

Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning