多模态大模型 - arXivDaily 专题

1411.6066 2014-11-25 physics.flu-dyn physics.geo-ph 78%

Reactive solute transport in physically and chemically heterogeneous porous media with multimodal reactive mineral facies: The Lagrangian approach

Mohamad Reza Soltanian, Robert Ritzi, Zhenxue Dai, Chaocheng Huang

专题命中其他多模态：multimodal(title,abstract)

1407.4319 2014-11-19 cond-mat.mes-hall 78%

Determining surface properties with bimodal and multimodal AFM

Daniel Forchheimer, Stanislav S. Borysov, Daniel Platz, David B. Haviland

专题命中其他多模态：multimodal(title,abstract)

Journal ref Nanotechnology 25 485708 (2014)

1312.5578 2014-09-04 cs.LG stat.ML 78%

Multimodal Transitions for Generative Stochastic Networks

Sherjil Ozair, Li Yao, Yoshua Bengio

专题命中其他多模态：multimodal(title,abstract)

Comments 7 figures, 9 pages, submitted to ICLR14

1406.3225 2014-06-13 cs.HC 78%

Supporting Mobile Multimodal Interaction with a Rule-Based Framework

Andreas Möller, Stefan Diewald, Luis Roalter, Matthias Kranz

专题命中其他多模态：multimodal(title,abstract)

Comments 8 pages, 4 figures, extended version of the short paper at Mensch und Computer 2014

1111.5554 2014-02-26 math.DS 78%

Explosion of smoothness for conjugacies between multimodal maps

Jose F. Alves, Vilton Pinheiro, Alberto A. Pinto

专题命中其他多模态：multimodal(title,abstract)

Comments 22 pages

1401.0858 2014-01-07 cs.NE 78%

Multimodal Optimization by Sparkling Squid Populations

Videh Seksaria

专题命中其他多模态：multimodal(title,abstract)

Comments 19 pages, 4 figues

0905.3377 2013-12-11 math.DS 78%

Monotonicity of entropy for real multimodal maps

Henk Bruin, Sebastian van Strien

专题命中其他多模态：multimodal(title,abstract)

Comments Final version. To appear in Journal of the AMS

1310.8122 2013-10-31 math.DS 78%

A closed formula for the topological entropy of multimodal maps based on min-max symbols

Jose M. Amigo, Angel Gimenez

专题命中其他多模态：multimodal(title,abstract)

Comments 22 pages, 7 figures

1310.0890 2013-10-04 cs.LG cs.CE 78%

Multiple Kernel Learning in the Primal for Multi-modal Alzheimer's Disease Classification

Fayao Liu, Luping Zhou, Chunhua Shen, Jianping Yin

专题命中其他多模态：multi-modal(title,abstract)

Comments 7 pages. Appearing in IEEE Journal of Biomedical and Health Informatics

1308.5368 2013-08-27 cond-mat.mtrl-sci cond-mat.soft 78%

Enhancing Graphene-derived Materials through Multimodal and Self-healable Interfaces

Yilun Liu, Zhiping Xu

专题命中其他多模态：multimodal(title,abstract)

1302.3493 2013-07-17 physics.optics 78%

Nonlinear multimodal interference and saturable absorption using a short graded-index multimode optical fiber

Elham Nazemosadat, Arash Mafi

专题命中其他多模态：multimodal(title,abstract)

Journal ref J. Opt. Soc. Am. B 30, 1357-1367 (2013)

1210.4920 2012-10-19 cs.LG cs.IR stat.ML 78%

Factorized Multi-Modal Topic Model

Seppo Virtanen, Yangqing Jia, Arto Klami, Trevor Darrell

专题命中其他多模态：multi-modal(title,abstract)

Comments Appears in Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI2012)

1205.6733 2012-05-31 math.PR 78%

Non-asymptotic Error Bounds for Sequential MCMC Methods in Multimodal Settings

Nikolaus Schweizer

专题命中其他多模态：multimodal(title,abstract)

1110.2997 2012-03-12 astro-ph.IM astro-ph.CO physics.data-an stat.ML 78%

BAMBI: blind accelerated multimodal Bayesian inference

Philip Graff, Farhan Feroz, Michael P. Hobson, Anthony Lasenby

专题命中其他多模态：multimodal(title,abstract)

Comments 12 pages, 8 tables, 17 figures; accepted by MNRAS; v2 to reflect minor changes in published version

Journal ref MNRAS, Vol. 421, Issue 1, pg. 169-180 (2012)

1112.3366 2011-12-16 cs.OH 78%

Partial order approach to compute shortest paths in multimodal networks

Andrew Ensor, Felipe Lillo

专题命中其他多模态：multimodal(title,abstract)

math/0701417 2011-11-09 math.CA math.DS 78%

Multimodal oscillations in systems with strong contraction

Georgi Medvedev, Yun Yoo

专题命中其他多模态：multimodal(title,abstract)

Journal ref Physica D 228 (2007) 87-106

0805.0053 2011-04-13 cs.IT math.IT math.ST stat.ME stat.TH 78%

Particle Filtering for Large Dimensional State Spaces with Multimodal Observation Likelihoods

Namrata Vaswani

专题命中其他多模态：multimodal(title,abstract)

Comments To appear in IEEE Trans. Signal Processing

Journal ref IEEE Trans. Sig. Proc., vol. 56(10-1), pp. 4583-4597, Oct. 2008

1006.1069 2010-12-20 physics.bio-ph q-bio.NC 78%

Multimodal transition and stochastic antiresonance in squid giant axons

L. S. Borkowski

专题命中其他多模态：multimodal(title,abstract)

Comments 5 pages, 9 figures

Journal ref Phys. Rev. E 82, 041909 (2010)

physics/9903044 2009-12-01 physics.comp-ph 78%

A New Technique for Sampling Multi-Modal Distributions

K. J. Abraham, L. M. Haines

专题命中其他多模态：multi-modal(title,abstract)

Comments One ps figure; submitted to "Journal of Computational Physics"

0904.2207 2009-12-01 stat.ME gr-qc physics.data-an stat.AP 78%

Delayed rejection schemes for efficient Markov-Chain Monte-Carlo sampling of multimodal distributions

Miquel Trias, Alberto Vecchio, John Veitch

专题命中其他多模态：multimodal(title,abstract)

Comments 32 pages, 10 figures

0906.2341 2009-12-01 math.PR 78%

Conditions for rapid mixing of parallel and simulated tempering on multimodal distributions

Dawn B. Woodard, Scott C. Schmidler, Mark Huber

专题命中其他多模态：multimodal(title,abstract)

Comments Published in at http://dx.doi.org/10.1214/08-AAP555 the Annals of Applied Probability (http://www.imstat.org/aap/) by the Institute of Mathematical Statistics (http://www.imstat.org)

Journal ref Annals of Applied Probability 2009, Vol. 19, No. 2, 617-640

0809.1900 2009-12-01 cs.IT math.IT 78%

Distributed Detection in Sensor Networks with Limited Range Multi-Modal Sensors

E. Ermis, V. Saligrama

专题命中其他多模态：multi-modal(title,abstract)

0711.2761 2009-12-01 astro-ph 78%

Multimodal Horizontal Branches: Empirical Evidence and Possible Evolutionary Scenarios

M. Catelan

专题命中其他多模态：multimodal(title,abstract)

Comments 10 pages, 1 figure. Invited review, to appear in Mem. Soc. Astr. Italiana, Vol. 79 (proc. Cefalu Workshop on "XXI Century Challenges for Stellar Evolution", ed. S. Cassisi & M. Salaris)

math/0703021 2009-12-01 math.PR 78%

Small-world MCMC and convergence to multi-modal distributions: From slow mixing to fast mixing

Yongtao Guan, Stephen M. Krone

专题命中其他多模态：multi-modal(title,abstract)

Comments Published at http://dx.doi.org/10.1214/105051606000000772 in the Annals of Applied Probability (http://www.imstat.org/aap/) by the Institute of Mathematical Statistics (http://www.imstat.org)

Journal ref Annals of Applied Probability 2007, Vol. 17, No. 1, 284-304

physics/0610173 2009-12-01 physics.med-ph 78%

Multimodal registration of the face for computer-aided maxillofacial surgery

Thierry Leloup, Matthieu Chabanas, Yohan Payan

专题命中其他多模态：multimodal(title,abstract)

cs/0602051 2009-12-01 cs.NE 78%

On the utility of the multimodal problem generator for assessing the performance of Evolutionary Algorithms

Fernando G. Lobo, Claudio F. Lima

专题命中其他多模态：multimodal(title,abstract)

Comments Also UALG-ILAB Report No. 200601

2605.04451 2026-08-10 cs.CV 版本更新 77%

RemoteZero: Geospatial Reasoning with Zero Labels

RemoteZero：零样本地理空间推理

Liang Yao, Fan Liu, Shengxiang Xu, Chuanyi Zhang, Rui Min, Shimin Di, Yuhui Zheng

专题命中其他多模态：MLLM(summary_cn,abstract_cn)；分类 cs.CV

AI总结本研究提出无标签强化学习框架RemoteZero，利用MLLM的评估能力和航拍图像优势，以语义一致性为内在奖励实现地理空间推理，性能优于监督基线且可自演化，适配多类地球观测任务。

2311.07306 2023-11-14 cs.CV 77%

What Large Language Models Bring to Text-rich VQA?

Xuejing Liu, Wei Tang, Xinzhe Ni, Jinghui Lu, Rui Zhao, Zechao Li, Fei Tan

专题命中其他多模态：multimodal(abstract)；MLLM(abstract)；cross-modal(abstract)；分类 cs.CV

2608.16709 2026-08-18 cs.CV cs.AI cs.LG 新提交 76%

MIRROR: Multimodal Intelligent Radiology Reasoning and Observation Reporter

MIRROR：多模态智能放射学推理与观察报告生成器

Vignesh Nagarajan, Sriram Venkatapathy

机构 * Texas A&M University（德克萨斯农工大学）； Capital One（第一资本金融公司）； IIT Hyderabad（印度理工学院海得拉巴分校）

专题命中其他多模态：multimodal(title)；分类 cs.CV、cs.AI

AI总结 MIRROR是一款多模态智能放射学报告生成原型，通过分离分类、定位与文本生成环节实现可审计的放射学发现，在ChestMNIST数据集上达到0.729的宏平均AUROC，但受类别不平衡影响存在决策弃权问题。

Comments 8 pages, 5 figures, 5 tables, 24 references

2608.09482 2026-08-11 cs.CV cs.AI 新提交 76%

Beyond Uniform Restoration: Empowering All-in-One Restoration with Pixel-Level Multimodal Guidance

超越统一恢复：利用像素级多模态引导赋能全场景恢复

Chunxiao Liu, Wei Liu, Anbin Xiong, Erli Meng

机构 * Xiaomi Corporation（小米公司）

专题命中其他多模态：multimodal(title)；分类 cs.CV、cs.AI

AI总结针对全场景图像恢复现有方法采用统一策略忽略区域退化差异的问题，提出MGN-AIR框架，通过像素级多模态引导实现更精细恢复，在多任务基准上性能显著优于现有方法。

Comments Accepted by ACMMM2026 as Oral Paper

1. 其他多模态 4878 篇

Reactive solute transport in physically and chemically heterogeneous porous media with multimodal reactive mineral facies: The Lagrangian approach

Determining surface properties with bimodal and multimodal AFM

Multimodal Transitions for Generative Stochastic Networks

Supporting Mobile Multimodal Interaction with a Rule-Based Framework

Explosion of smoothness for conjugacies between multimodal maps

Multimodal Optimization by Sparkling Squid Populations

Monotonicity of entropy for real multimodal maps

A closed formula for the topological entropy of multimodal maps based on min-max symbols

Multiple Kernel Learning in the Primal for Multi-modal Alzheimer's Disease Classification

Enhancing Graphene-derived Materials through Multimodal and Self-healable Interfaces

Nonlinear multimodal interference and saturable absorption using a short graded-index multimode optical fiber

Factorized Multi-Modal Topic Model

Non-asymptotic Error Bounds for Sequential MCMC Methods in Multimodal Settings

BAMBI: blind accelerated multimodal Bayesian inference

Partial order approach to compute shortest paths in multimodal networks

Multimodal oscillations in systems with strong contraction

Particle Filtering for Large Dimensional State Spaces with Multimodal Observation Likelihoods

Multimodal transition and stochastic antiresonance in squid giant axons

A New Technique for Sampling Multi-Modal Distributions

Delayed rejection schemes for efficient Markov-Chain Monte-Carlo sampling of multimodal distributions

Conditions for rapid mixing of parallel and simulated tempering on multimodal distributions

Distributed Detection in Sensor Networks with Limited Range Multi-Modal Sensors

Multimodal Horizontal Branches: Empirical Evidence and Possible Evolutionary Scenarios

Small-world MCMC and convergence to multi-modal distributions: From slow mixing to fast mixing

Multimodal registration of the face for computer-aided maxillofacial surgery

On the utility of the multimodal problem generator for assessing the performance of Evolutionary Algorithms

RemoteZero: Geospatial Reasoning with Zero Labels

What Large Language Models Bring to Text-rich VQA?

MIRROR: Multimodal Intelligent Radiology Reasoning and Observation Reporter

Beyond Uniform Restoration: Empowering All-in-One Restoration with Pixel-Level Multimodal Guidance