多模态大模型 - arXivDaily 专题

1911.05663 2019-11-14 q-bio.NC cs.LG stat.ML 78%

A coupled autoencoder approach for multi-modal analysis of cell types

Rohan Gala, Nathan Gouwens, Zizhen Yao, Agata Budzillo, Osnat Penn, Bosiljka Tasic, Gabe Murphy, Hongkui Zeng, Uygar Sümbül

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

Comments Main text : 10 pages, 5 figures. Supp text : 6 pages, 3 figures

1907.07240 2019-11-04 cs.SI 78%

Relevancy Classification of Multimodal Social Media Streams for Emergency Services

Ganesh Nalluru, Rahul Pandey, Hemant Purohit

专题命中多模态评测：multimodal(title,abstract)

Comments Published in IEEE SmartSys 2019 : Fourth IEEE Workshop on Smart Service Systems (SmartSys)

1910.05271 2019-10-14 q-bio.NC cs.LG stat.ML stat.OT 78%

A Test for Shared Patterns in Cross-modal Brain Activation Analysis

Elena Kalinina, Fabian Pedregosa, Vittorio Iacovella, Emanuele Olivetti, Paolo Avesani

专题命中多模态评测：cross-modal(title,abstract)

Comments 5 figures, tables after References (as required by SciRep template)

1811.08979 2019-09-24 cs.LG stat.ML 78%

An Efficient Approach to Informative Feature Extraction from Multimodal Data

Lichen Wang, Jiaxiang Wu, Shao-Lun Huang, Lizhong Zheng, Xiangxiang Xu, Lin Zhang, Junzhou Huang

专题命中多模态评测：multimodal(title,abstract)

Comments accepted to AAAI 2019, 8 pages; typos corrected

1909.08519 2019-09-19 cs.DS 78%

Efficient Computation of Multi-Modal Public Transit Traffic Assignments using ULTRA

Jonas Sauer, Dorothea Wagner, Tobias Zündorf

专题命中多模态评测：multi-modal(title,abstract)

Comments 11 pages, 6 figures

1907.10988 2019-07-26 cs.NE 78%

Benchmarking HillVallEA for the GECCO 2019 Competition on Multimodal Optimization

S. C. Maree, T. Alderliesten, P. A. N. Bosman

专题命中多模态评测：multimodal(title,abstract)

1906.09761 2019-07-23 physics.ins-det cond-mat.soft physics.optics 78%

Interface-Sensitive Raman Microspectroscopy of Water via Confinement with a Multimodal Miniature Surface Forces Apparatus

Hilton B. de Aguiar, Joshua D. McGraw, Stephen H. Donaldson

专题命中多模态评测：multimodal(title,abstract)

Comments 29 pages, 8 figures, 2 supporting figures

1907.08333 2019-07-22 cs.LG physics.chem-ph stat.ML 78%

Toxicity Prediction by Multimodal Deep Learning

Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar

专题命中多模态评测：multimodal(title,abstract)

Comments Preprint Version

Journal ref 2019 Pacific Rim Knowledge Acquisition Workshop

1906.10861 2019-07-04 cs.SI cs.CR cs.LG 78%

Assessing Post Deletion in Sina Weibo: Multi-modal Classification of Hot Topics

Meisam Navaki Arefi, Rajkumar Pandi, Michael Carl Tschantz, Jedidiah R. Crandall, King-wa Fu, Dahlia Qiu Shi, Miao Sha

专题命中多模态评测：multi-modal(title,abstract)

1906.07901 2019-06-20 cs.CL cs.CV cs.LG cs.MM 78%

Multimodal Abstractive Summarization for How2 Videos

Shruti Palaskar, Jindrich Libovický, Spandana Gella, Florian Metze

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

Comments To appear in ACL 2019

1903.11485 2019-03-28 cs.HC 78%

REsCUE: A framework for REal-time feedback on behavioral CUEs using multimodal anomaly detection

Riku Arakawa, Hiromu Yakura

专题命中多模态评测：multimodal(title,abstract)

Comments ACM CHI 2019

1901.05835 2019-01-18 cs.HC cs.LG stat.ML 78%

Unobtrusive and Multimodal Approach for Behavioral Engagement Detection of Students

Nese Alyuz, Eda Okur, Utku Genc, Sinem Aslan, Cagri Tanriover, Asli Arslan Esme

专题命中多模态评测：multimodal(title,abstract)

Comments 12th Women in Machine Learning Workshop (WiML 2017), co-located with the 31st Conference on Neural Information Processing Systems (NeurIPS 2017), Long Beach, CA, USA

1810.07085 2018-10-17 cs.NE 78%

Real-Valued Evolutionary Multi-Modal Optimization driven by Hill-Valley Clustering

S. C. Maree, T. Alderliesten, D. Thierens, P. A. N. Bosman

专题命中多模态评测：multi-modal(title,abstract)

Journal ref In Proceedings of the Genetic and Evolutionary Computation Conference 2018, GECCO-2018, July 15-19, 2018, Kyoto, Japan. ACM, New York, NY, USA

1809.02728 2018-09-11 cs.LG stat.ML 78%

Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data

Kathryn Gray, Daniel Smolyak, Sarkhan Badirli, George Mohler

专题命中多模态评测：multimodal(title,abstract)

Comments Submitted and pending notification from AAAI

1807.11697 2018-08-01 cs.LG stat.ML 78%

Multimodal Deep Domain Adaptation

Silvia Bucci, Mohammad Reza Loghmani, Barbara Caputo

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

1806.11335 2018-07-17 cs.GR 78%

Learning a Shared Shape Space for Multimodal Garment Design

Tuanfeng Y. Wang, Duygu Ceylan, Jovan Popovic, Niloy J. Mitra

专题命中多模态评测：multimodal(title,abstract)

1807.00188 2018-07-12 cs.NE 78%

Benchmarking the Hill-Valley Evolutionary Algorithm for the GECCO 2018 Competition on Niching Methods Multimodal Optimization

S. C. Maree, T. Alderliesten, D. Thierens, P. A. N. Bosman

专题命中多模态评测：multimodal(title,abstract)

1710.01439 2018-06-20 cs.RO 78%

Design of a Multi-Modal End-Effector and Grasping System: How Integrated Design helped win the Amazon Robotics Challenge

S. Wade-McCue, N. Kelly-Boxall, M. McTaggart, D. Morrison, A. W. Tow, J. Erskine, R. Grinover, A. Gurman, T. Hunn, D. Lee, A. Milan, T. Pham, G. Rallos, A. Razjigaev, T. Rowntree, R. Smith, K. Vijay, Z. Zhuang, C. Lehnert, I. Reid, P. Corke, J. Leitner

专题命中多模态评测：multi-modal(title,abstract)

Comments ACRV Technical Report

1805.00713 2018-05-03 cs.SI cs.CY 78%

CrisisMMD: Multimodal Twitter Datasets from Natural Disasters

Firoj Alam, Ferda Ofli, Muhammad Imran

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

Comments 9 pages

1611.04702 2018-02-27 math.OC stat.ME 78%

An iterative local updating ensemble smoother for estimation and uncertainty assessment of hydrologic model parameters with multimodal distributions

Jiangjiang Zhang, Guang Lin, Weixuan Li, Laosheng Wu, Lingzao Zeng

专题命中多模态评测：multimodal(title,abstract)

1703.08737 2017-03-28 stat.ML 78%

Learning to Predict: A Fast Re-constructive Method to Generate Multimodal Embeddings

Guillem Collell, Teddy Zhang, Marie-Francine Moens

专题命中多模态评测：multimodal(title,abstract)

Comments Presented at MLINI-2016 workshop, 2016 (arXiv:1701.01437)

1512.04481 2016-07-25 stat.CO stat.ML 78%

Multimodal, high-dimensional, model-based, Bayesian inverse problems with applications in biomechanics

Isabell M. Franck, P. S. Koutsourelakis

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

1606.06094 2016-06-21 astro-ph.IM 78%

A Spectral Model for Multimodal Redshift Estimation

Sven D. Kugler, Nikolaos Gianniotis, Kai L. Polsterer

专题命中多模态评测：multimodal(title,abstract)

1508.00408 2015-08-04 stat.AP 78%

Multimodal Factor Analysis

Yasin Yilmaz, Alfred O. Hero

专题命中多模态评测：multimodal(title,abstract)

1406.7811 2014-07-01 cs.NE 78%

An optimization algorithm for multimodal functions inspired by collective animal behavior

Erik Cuevas, Mauricio Gonzalez

专题命中多模态评测：multimodal(title,abstract)

Comments 18 Pages. arXiv admin note: text overlap with arXiv:1405.5164

Journal ref Soft Computing 17 (3) , (2013), pp. 489-502

1406.0532 2014-06-04 cs.HC 78%

Multimodal vs. Unimodal Physiological Control in Videogames for Enhanced Realism and Depth

Gonçalo Amaral da Silva

专题命中多模态评测：multimodal(title,abstract)

Comments MSc Thesis, English-written, 89 pages, University of Porto

1312.5638 2013-12-20 astro-ph.IM physics.data-an stat.CO 78%

Exploring Multi-Modal Distributions with Nested Sampling

F. Feroz, J. Skilling

专题命中多模态评测：multi-modal(title,abstract)

Comments Refereed conference proceeding, presented at 32nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering

Journal ref AIP Conference Proceedings, Volume 1553, pp. 106-113 (2013)

1304.0751 2013-04-03 cs.NE 78%

A Cumulative Multi-Niching Genetic Algorithm for Multimodal Function Optimization

Matthew Hall

专题命中多模态评测：multimodal(title,abstract)

Journal ref International Journal of Advanced Research in Artificial Intelligence 1(9) 6 - 13 (2012)

2608.15721 2026-08-18 cs.CV 新提交 77%

Anatomical and Physical Supervision for CT-less PET Attenuation Correction: BIC-MAC 2026 Challenge

用于无CT的PET衰减校正的解剖学与物理学监督：BIC-MAC 2026挑战赛

Petros Chatzitoulousis, George K. Matsopoulos

机构 * National Technical University of Athens（雅典国家技术大学）

专题命中多模态评测：cross-modal(abstract,abstract_cn)；multimodal(abstract)；分类 cs.CV

AI总结本研究针对BIC-MAC 2026挑战赛，基于nnU-Net架构结合解剖学与物理学监督，利用预训练权重优化流程，实现了无CT的PET衰减校正方案，验证了该方法的有效性。

Comments 6 pages, 1 table. Technical report for the BIC-MAC 2026 Challenge

2608.09573 2026-08-11 cs.CV 新提交 77%

VideoVIBE: A Video-Grounded Diagnostic Benchmark for One-Shot Interactive Website Generation

VideoVIBE：用于一次性交互式网站生成的基于视频的诊断基准

Jiajun Xu, Yanghao Zhou, Jingyun Liao, Yu Bai, Jinxing Zhou, Chengliang Liu, Changsen Yuan, Bo Wang, Qian Liu

专题命中多模态评测：MLLM(summary_cn,abstract_cn)；分类 cs.CV

AI总结针对现有一次性交互式网站生成质量评估的不足，提出VideoVIBE基准与V2Lens多智能体系统，实验显示V2Lens可提升Video MLLM的评估性能。

1. 多模态评测 9204 篇

A coupled autoencoder approach for multi-modal analysis of cell types

Relevancy Classification of Multimodal Social Media Streams for Emergency Services

A Test for Shared Patterns in Cross-modal Brain Activation Analysis

An Efficient Approach to Informative Feature Extraction from Multimodal Data

Efficient Computation of Multi-Modal Public Transit Traffic Assignments using ULTRA

Benchmarking HillVallEA for the GECCO 2019 Competition on Multimodal Optimization

Interface-Sensitive Raman Microspectroscopy of Water via Confinement with a Multimodal Miniature Surface Forces Apparatus

Toxicity Prediction by Multimodal Deep Learning

Assessing Post Deletion in Sina Weibo: Multi-modal Classification of Hot Topics

Multimodal Abstractive Summarization for How2 Videos

REsCUE: A framework for REal-time feedback on behavioral CUEs using multimodal anomaly detection

Unobtrusive and Multimodal Approach for Behavioral Engagement Detection of Students

Real-Valued Evolutionary Multi-Modal Optimization driven by Hill-Valley Clustering

Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data

Multimodal Deep Domain Adaptation

Learning a Shared Shape Space for Multimodal Garment Design

Benchmarking the Hill-Valley Evolutionary Algorithm for the GECCO 2018 Competition on Niching Methods Multimodal Optimization

Design of a Multi-Modal End-Effector and Grasping System: How Integrated Design helped win the Amazon Robotics Challenge

CrisisMMD: Multimodal Twitter Datasets from Natural Disasters

An iterative local updating ensemble smoother for estimation and uncertainty assessment of hydrologic model parameters with multimodal distributions

Learning to Predict: A Fast Re-constructive Method to Generate Multimodal Embeddings

Multimodal, high-dimensional, model-based, Bayesian inverse problems with applications in biomechanics

A Spectral Model for Multimodal Redshift Estimation

Multimodal Factor Analysis

An optimization algorithm for multimodal functions inspired by collective animal behavior

Multimodal vs. Unimodal Physiological Control in Videogames for Enhanced Realism and Depth

Exploring Multi-Modal Distributions with Nested Sampling

A Cumulative Multi-Niching Genetic Algorithm for Multimodal Function Optimization

Anatomical and Physical Supervision for CT-less PET Attenuation Correction: BIC-MAC 2026 Challenge

VideoVIBE: A Video-Grounded Diagnostic Benchmark for One-Shot Interactive Website Generation