arXivDaily arXiv每日学术速递 周一至周五更新

AI 大模型

多模态大模型

跨文本、图像、视频、音频等模态的大模型与学习方法。

共收录 4874 信号源:cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 其他多模态 4874 篇

1905.12867 2019-05-31 cs.LG stat.ML 78%

Cross-modal Variational Auto-encoder with Distributed Latent Spaces and Associators

Dae Ung Jo, ByeongJu Lee, Jongwon Choi, Haanju Yoo, Jin Young Choi

专题命中 其他多模态 :cross-modal(title,abstract)

Comments 10 pages, 6 figures

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1811.06532 2019-05-30 astro-ph.CO gr-qc 78%

Primordial Black Holes With Multi-Modal Mass Spectra

Bernard Carr, Florian Kuhnel

专题命中 其他多模态 :multi-modal(title);multimodal(abstract)

Comments 18 pages, 5 figures; v2: minor changes to match published version

Journal ref Phys. Rev. D 99, 103535 (2019)

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1804.03740 2019-05-30 stat.ML cs.LG 78%

Multimodal Sparse Bayesian Dictionary Learning

Igor Fedorov, Bhaskar D. Rao

专题命中 其他多模态 :multimodal(title,abstract)

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1905.00231 2019-05-02 cs.HC q-bio.NC 78%

The Psychological and Physiological Part of Emotions: Multimodal Approximation for Valence Classification

Jennifer Sorinas, Jose Manuel Ferrández, Eduardo Fernandez

专题命中 其他多模态 :multimodal(title,abstract)

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1903.11101 2019-03-28 cs.LG eess.IV stat.ML 78%

Cross-Modal Data Programming Enables Rapid Medical Machine Learning

Jared Dunnmon, Alexander Ratner, Nishith Khandwala, Khaled Saab, Matthew Markert, Hersh Sagreiya, Roger Goldman, Christopher Lee-Messer, Matthew Lungren, Daniel Rubin, Christopher Ré

专题命中 其他多模态 :cross-modal(title,abstract)

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1903.10304 2019-03-26 cs.LG stat.ML 78%

Learning a Multi-Modal Policy via Imitating Demonstrations with Mixed Behaviors

Fang-I Hsiao, Jui-Hsuan Kuo, Min Sun

专题命中 其他多模态 :multi-modal(title,abstract)

Comments 10pages, 4 figures, NIPS 2018 workshop

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1903.02988 2019-03-11 physics.data-an cs.NE physics.ins-det 78%

Accurate reconstruction of EBSD datasets by a multimodal data approach using an evolutionary algorithm

Marie-Agathe Charpagne, Florian Strub, Tresa M. Pollock

专题命中 其他多模态 :multimodal(title);multi-modal(abstract)

Comments A short version of this paper exists towards people working in Machine Learning, namely arxiv:1903.02982

Journal ref Materials Characterization, 2019

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1406.4731 2019-02-20 math.DS 78%

Lyapunov spectrum for multimodal maps

Katrin Gelfert, Feliks Przytycki, Michal Rams

专题命中 其他多模态 :multimodal(title,abstract)

Comments 56 pages, minor corrections

Journal ref Ergod. Th. Dynam. Sys. 36 (2016) 1441-1493

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1709.05581 2019-01-15 cs.LG cs.RO 78%

MultiNet: Multi-Modal Multi-Task Learning for Autonomous Driving

Sauhaarda Chowdhuri, Tushar Pankaj, Karl Zipser

专题命中 其他多模态 :multi-modal(title,abstract)

Comments Published in IEEE WACV 2019

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1812.02609 2019-01-14 stat.CO math.PR stat.ME 78%

A Framework for Adaptive MCMC Targeting Multimodal Distributions

Emilia Pompe, Chris Holmes, Krzysztof Łatuszyński

专题命中 其他多模态 :multimodal(title,abstract)

Comments 65 pages, 12 figures

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1808.00092 2019-01-14 cs.RO 78%

Multimodal Sensing and Interaction for a Robotic Hand Orthosis

Sangwoo Park, Cassie Meeker, Lynne M. Weber, Lauri Bishop, Joel Stein, Matei Ciocarlie

专题命中 其他多模态 :multimodal(title,abstract)

Comments 8 pages. 9 Figures. IEEE Robotics and Automation Letters. Preprint version. Accepted Dec, 2018

Journal ref IEEE Robotics and Automation Letters, Vol. 4, No. 2, pp. 315 - 322, April 2019

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1812.11844 2019-01-01 q-bio.TO 78%

Nanorobots-assisted Detection of Multifocal Cancer: A Multimodal Optimization Perspective

Shaolong Shi, Yifan Chen, Xin Yao

专题命中 其他多模态 :multimodal(title,abstract)

Comments 11 pages, 14 figures, Transactions

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1812.07136 2018-12-19 stat.ML cs.LG 78%

Anomaly Detection and Interpretation using Multimodal Autoencoder and Sparse Optimization

Yasuhiro Ikeda, Keisuke Ishibashi, Yuusuke Nakano, Keishiro Watanabe, Ryoichi Kawahara

专题命中 其他多模态 :multimodal(title,abstract)

Comments 19 pages, 12 figures

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1812.01181 2018-12-10 stat.ML cs.LG 78%

Parallel-tempered Stochastic Gradient Hamiltonian Monte Carlo for Approximate Multimodal Posterior Sampling

Rui Luo, Qiang Zhang, Yuanyuan Liu

专题命中 其他多模态 :multimodal(title,abstract)

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1809.07109 2018-11-22 stat.ML cs.LG stat.AP 78%

InfoSSM: Interpretable Unsupervised Learning of Nonparametric State-Space Model for Multi-modal Dynamics

Young-Jin Park, Han-Lim Choi

专题命中 其他多模态 :multi-modal(title,abstract)

Comments Submitted to AIAA Intelligent Systems Student Paper Competition

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1809.00947 2018-11-19 cs.HC cs.LG stat.ML 78%

Finding Dory in the Crowd: Detecting Social Interactions using Multi-Modal Mobile Sensing

Kleomenis Katevas, Katrin Hänsel, Richard Clegg, Ilias Leontiadis, Hamed Haddadi, Laurissa Tokarchuk

专题命中 其他多模态 :multi-modal(title,abstract)

Comments 21 pages, 6 figures, conference paper

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1709.00207 2018-10-22 math.AP math-ph math.MP 78%

Quantitative reconstructions in multi-modal photoacoustic and optical coherence tomography imaging

Peter Elbau, Leonidas Mindrinos, Otmar Scherzer

专题命中 其他多模态 :multi-modal(title,abstract)

Comments 21 pages, 7 figures

Journal ref Inverse Probl. 34(1), 2018

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1810.07177 2018-10-18 cs.CR 78%

Fourier domain asymmetric cryptosystem for privacy protected multimodal biometric security

Debesh Choudhury

专题命中 其他多模态 :multimodal(title,abstract)

Comments SPIE Conference Optical Pattern Recognition XXVII, part of SPIE Defense + Commercial Sensing, Baltimore, 20-21 April 2016

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1809.03254 2018-09-11 cs.LO 78%

Elementary Multimodal Logics

Jakub Michaliszyn

专题命中 其他多模态 :multimodal(title,abstract)

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1809.03216 2018-09-11 cs.RO 78%

Multimodal feedback for active robot-object interaction

Luis Contreras, Hiroki Yokoyama, Hiroyuki Okada

专题命中 其他多模态 :multimodal(title,abstract)

Comments In the Workshop "Towards Robots that Exhibit Manipulation Intelligence", IEEE/RSJ IROS2018 (Accepted)

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1808.06473 2018-08-21 cs.CY 78%

SmartEAR: Smartwatch-based Unsupervised Learning for Multi-modal Signal Analysis in Opportunistic Sensing Framework

Debanjan Borthakur, Andrew Peltier, Harishchandra Dubey, Joshua Gyllinsky, Kunal Mankodiya

专题命中 其他多模态 :multi-modal(title,abstract)

Comments 6 pages, 8 figures, 1 table

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1807.08820 2018-07-25 cs.LG stat.ML 78%

RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data

Yanbo Xu, Siddharth Biswal, Shriprasad R Deshpande, Kevin O Maher, Jimeng Sun

专题命中 其他多模态 :multimodal(title,abstract)

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1807.06945 2018-07-19 eess.SP cs.LG stat.ME stat.ML 78%

Cyclostationary Statistical Models and Algorithms for Anomaly Detection Using Multi-Modal Data

Taposh Banerjee, Gene Whipps, Prudhvi Gurram, Vahid Tarokh

专题命中 其他多模态 :multi-modal(title,abstract)

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1803.04456 2018-06-05 cs.CY 78%

Predicting Clinical Deterioration of Outpatients Using Multimodal Data Collected by Wearables

Dingwen Li, Jay Vaidya, Michael Wang, Ben Bush, Chenyang Lu, Marin Kollef, Thomas Bailey

专题命中 其他多模态 :multimodal(title,abstract)

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1801.05824 2018-05-09 physics.optics 78%

All-fiber all-normal-dispersion femtosecond laser with nonlinear multimodal interference based saturable absorber

Uğur Teğin, Bülend Ortaç

专题命中 其他多模态 :multimodal(title,abstract)

Comments 5 pages, 5 figures

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1805.00142 2018-05-08 cs.IT cs.NI eess.SP math.IT 78%

URLLC-eMBB Slicing to Support VR Multimodal Perceptions over Wireless Cellular Systems

Jihong Park, Mehdi Bennis

专题命中 其他多模态 :multimodal(title,abstract)

Comments 7 pages, 4 figures, submitted to IEEE GLOBECOM'18

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1802.10271 2018-03-01 cs.RO 78%

Multimodal Sensor-Based Semantic 3D Mapping for a Large-Scale Environment

Jongmin Jeong, Tae Sung Yoon, Jin Bae Park

专题命中 其他多模态 :multimodal(title,abstract)

Comments 10 pages, 9 figures

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1802.10140 2018-03-01 cs.GT cs.NI 78%

Towards a Socially Optimal Multi-Modal Routing Platform

Chinmaya Samal, Liyuan Zheng, Fangzhou Sun, Lillian J. Ratliff, Abhishek Dubey

专题命中 其他多模态 :multi-modal(title,abstract)

Comments 21 pages

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1509.08775 2018-01-25 math.PR stat.CO stat.ME 78%

Error Bounds for Sequential Monte Carlo Samplers for Multimodal Distributions

Daniel Paulin, Ajay Jasra, Alexandre Thiery

专题命中 其他多模态 :multimodal(title,abstract)

Comments 42 pages, 6 figures. Some minor corrections in this version

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1711.02068 2017-11-09 cs.HC stat.ML 78%

From Multimodal to Unimodal Webpages for Developing Countries

Vidyapu Sandeep, V Vijaya Saradhi, Samit Bhattacharya

专题命中 其他多模态 :multimodal(title,abstract)

Comments Presented at NIPS 2017 Workshop on Machine Learning for the Developing World

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