多模态大模型 - arXivDaily 专题

2106.05377 2021-06-11 eess.SP 50%

Generating MIMO Channels For 6G Virtual Worlds Using Ray-tracing Simulations

Aldebaro Klautau, Ailton de Oliveira, Isabela Pamplona Trindade, Wesin Alves

专题命中多模态训练与对齐：multimodal(abstract)

2105.12849 2021-05-28 cs.LG 50%

CARLS: Cross-platform Asynchronous Representation Learning System

Chun-Ta Lu, Yun Zeng, Da-Cheng Juan, Yicheng Fan, Zhe Li, Jan Dlabal, Yi-Ting Chen, Arjun Gopalan, Allan Heydon, Chun-Sung Ferng, Reah Miyara, Ariel Fuxman, Futang Peng, Zhen Li, Tom Duerig, Andrew Tomkins

专题命中多模态训练与对齐：multimodal(abstract)

2105.00682 2021-05-04 cs.NE 50%

Ensemble Feature Extraction for Multi-Container Quality-Diversity Algorithms

Leo Cazenille

专题命中多模态训练与对齐：multi-modal(abstract)

Comments Draft version. 10 pages, 4 figures, 4 tables, Accepted at the GECCO2021 Conference

2105.00616 2021-05-04 cs.SE 50%

Model Multiplicity (UML) Versus Model Singularity in System Requirements and Design

Sabah Al-Fedaghi

专题命中多模态训练与对齐：multimodal(abstract)

Comments 12 pages, 15 figures

Journal ref IJCSNS International Journal of Computer Science and Network Security, VOL.21 No.4, April 2021

2104.09255 2021-04-20 cs.LG 50%

Non-Linear Fusion for Self-Paced Multi-View Clustering

Zongmo Huang, Yazhou Ren, Xiaorong Pu, Lifang He

专题命中多模态训练与对齐：multi-modal(abstract)

2006.01894 2021-04-19 stat.ML cs.IR cs.LG 50%

An efficient manifold density estimator for all recommendation systems

Jacek Dąbrowski, Barbara Rychalska, Michał Daniluk, Dominika Basaj, Konrad Gołuchowski, Piotr Babel, Andrzej Michałowski, Adam Jakubowski

专题命中多模态训练与对齐：multi-modal(abstract)

2104.02804 2021-04-08 cs.ET cs.AR eess.SP 50%

Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata

Alisha Menon, Anirudh Natarajan, Reva Agashe, Daniel Sun, Melvin Aristio, Harrison Liew, Yakun Sophia Shao, Jan M. Rabaey

专题命中多模态训练与对齐：multi-modal(abstract)

2103.14965 2021-03-30 cs.RO cs.LG cs.SY eess.SP eess.SY 50%

Transmitter Discovery through Radio-Visual Probabilistic Active Sensing

Luca Varotto, Angelo Cenedese

专题命中多模态训练与对齐：multi-modal(abstract)

Comments 7 pages, 4 figures, 1 table, submitted to MMAR 2021

2003.11059 2021-03-22 cs.LG cs.CY stat.ML 50%

Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction

Satya Narayan Shukla, Benjamin M. Marlin

专题命中多模态训练与对齐：multimodal(abstract)

Comments Presented at ACM Conference on Health, Inference and Learning (Workshop Track), 2020

2103.00361 2021-03-02 cs.LG 50%

Discriminative Multiple Canonical Correlation Analysis for Information Fusion

Lei Gao, Lin Qi, Enqing Chen, Ling Guan

专题命中多模态训练与对齐：multimodal(abstract)

Journal ref IEEE Transactions on Image Processing, 2018

1906.02914 2020-11-09 stat.ML cs.LG 50%

Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations

Wu Lin, Mohammad Emtiyaz Khan, Mark Schmidt

专题命中多模态训练与对齐：multimodal(abstract)

Comments Corrected some typos and updated the appendix (ICML 2019)

2010.12803 2020-10-27 cs.IR cs.LG 50%

Attentive Autoencoders for Multifaceted Preference Learning in One-class Collaborative Filtering

Zheda Mai, Ga Wu, Kai Luo, Scott Sanner

专题命中多模态训练与对齐：multi-modal(abstract)

Comments Accepted at ICDMW 2020

2008.12258 2020-10-12 cs.LG 50%

Learning to Profile: User Meta-Profile Network for Few-Shot Learning

Hao Gong, Qifang Zhao, Tianyu Li, Derek Cho, DuyKhuong Nguyen

专题命中多模态训练与对齐：multi-modal(abstract)

Comments 8-page Applied Research Paper accepted by CIKM 2020

2007.10623 2020-10-05 cs.LG stat.ML 50%

Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective

Ruixiang Zhang, Masanori Koyama, Katsuhiko Ishiguro

专题命中多模态训练与对齐：multi-modal(abstract)

Comments ICML2020 accepted paper. Author name fixed

2009.01072 2020-09-03 cs.LG 50%

Spatial Classification With Limited Observations Based On Physics-Aware Structural Constraint

Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan, Haiquan Chen

专题命中多模态训练与对齐：multi-modal(abstract)

2008.07196 2020-08-18 cs.RO 50%

LIC-Fusion 2.0: LiDAR-Inertial-Camera Odometry with Sliding-Window Plane-Feature Tracking

Xingxing Zuo, Yulin Yang, Patrick Geneva, Jiajun Lv, Yong Liu, Guoquan Huang, Marc Pollefeys

专题命中多模态训练与对齐：multi-modal(abstract)

Comments 8 pages; Accepted by a conference

1912.02469 2020-08-17 cs.RO 50%

VersaVIS: An Open Versatile Multi-Camera Visual-Inertial Sensor Suite

Florian Tschopp, Michael Riner, Marius Fehr, Lukas Bernreiter, Fadri Furrer, Tonci Novkovic, Andreas Pfrunder, Cesar Cadena, Roland Siegwart, Juan Nieto

专题命中多模态训练与对齐：multimodal(abstract)

Journal ref Sensors 2020, 20(5), 1439

1911.11837 2020-08-11 math.AT math.CT 50%

Persistent Obstruction Theory for a Model Category of Measures with Applications to Data Merging

Abraham D. Smith, Paul Bendich, John Harer

专题命中多模态训练与对齐：multi-modal(abstract)

Comments Version 2: clarifications and examples added

2008.02642 2020-08-07 cs.SI 50%

Unsupervised Cyberbullying Detection via Time-Informed Gaussian Mixture Model

Lu Cheng, Kai Shu, Siqi Wu, Yasin N. Silva, Deborah L. Hall, Huan Liu

专题命中多模态训练与对齐：multi-modal(abstract)

Comments CIKM2020

2008.02274 2020-08-06 cs.RO 50%

Elasticity Meets Continuous-Time: Map-Centric Dense 3D LiDAR SLAM

Chanoh Park, Peyman Moghadam, Jason Williams, Soohwan Kim, Sridha Sridharan, Clinton Fookes

专题命中多模态训练与对齐：multi-modal(abstract)

Comments Submitted to IEEE Transactions on Robotics

2007.11488 2020-07-23 eess.IV 50%

Analysis and Comparison of Different Wavelet Transform Methods Using Benchmarks for Image Fusion

T Deepika

专题命中多模态训练与对齐：multi-modal(abstract)

Comments International Conference on Computer, Communication and Signal Processing

2007.07172 2020-07-15 cs.LG cs.HC stat.ML 50%

Attend And Discriminate: Beyond the State-of-the-Art for Human Activity Recognition using Wearable Sensors

Alireza Abedin, Mahsa Ehsanpour, Qinfeng Shi, Hamid Rezatofighi, Damith C. Ranasinghe

专题命中多模态训练与对齐：multi-modal(abstract)

Comments 15 pages, 7 figures

2006.10657 2020-06-19 cs.LG stat.ML 50%

Robust Group Subspace Recovery: A New Approach for Multi-Modality Data Fusion

Sally Ghanem, Ashkan Panahi, Hamid Krim, Ryan A. Kerekes

专题命中多模态训练与对齐：multi-modal(abstract)

Comments 10 pages

2005.07134 2020-05-15 eess.SP cs.LG q-bio.NC stat.ML 50%

Early soft and flexible fusion of EEG and fMRI via tensor decompositions

Christos Chatzichristos, Eleftherios Kofidis, Lieven De Lathauwer, Sergios Theodoridis, Sabine Van Huffel

专题命中多模态训练与对齐：multi-modal(abstract)

2003.13109 2020-03-31 cs.RO 50%

Scene-Aware Error Modeling of LiDAR/Visual Odometry for Fusion-based Vehicle Localization

Xiaoliang Ju, Donghao Xu, Huijing Zhao

专题命中多模态训练与对齐：multimodal(abstract)

1907.02511 2020-01-08 cs.LG eess.SP stat.ML 50%

Deep Coupled-Representation Learning for Sparse Linear Inverse Problems with Side Information

Evaggelia Tsiligianni, Nikos Deligiannis

专题命中多模态训练与对齐：multimodal(abstract)

Comments 6 pages, 4 figures

2001.00153 2020-01-03 cs.LG stat.ML 50%

Dual Adversarial Domain Adaptation

Yuntao Du, Zhiwen Tan, Qian Chen, Xiaowen Zhang, Yirong Yao, Chongjun Wang

专题命中多模态训练与对齐：multimodal(abstract)

1905.02703 2019-11-22 eess.SP 50%

Fusion of Deep Neural Networks for Activity Recognition: A Regular Vine Copula Based Approach

Shan Zhang, Baocheng Geng, Pramod K. Varshney, Muralidhar Rangaswamy

专题命中多模态训练与对齐：cross-modal(abstract)

1909.04102 2019-11-04 cs.RO 50%

LIC-Fusion: LiDAR-Inertial-Camera Odometry

Xingxing Zuo, Patrick Geneva, Woosik Lee, Yong Liu, Guoquan Huang

专题命中多模态训练与对齐：multi-modal(abstract)

Comments Accepted by conference

1905.12305 2019-10-23 cs.LG stat.ML 50%

Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones

Guichen Zhang, Pedram Ghamisi, Xiao Xiang Zhu

专题命中多模态训练与对齐：multimodal(abstract)

Comments accepted by TGRS

1. 多模态训练与对齐 6942 篇

Generating MIMO Channels For 6G Virtual Worlds Using Ray-tracing Simulations

CARLS: Cross-platform Asynchronous Representation Learning System

Ensemble Feature Extraction for Multi-Container Quality-Diversity Algorithms

Model Multiplicity (UML) Versus Model Singularity in System Requirements and Design

Non-Linear Fusion for Self-Paced Multi-View Clustering

An efficient manifold density estimator for all recommendation systems

Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata

Transmitter Discovery through Radio-Visual Probabilistic Active Sensing

Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction

Discriminative Multiple Canonical Correlation Analysis for Information Fusion

Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations

Attentive Autoencoders for Multifaceted Preference Learning in One-class Collaborative Filtering

Learning to Profile: User Meta-Profile Network for Few-Shot Learning

Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective

Spatial Classification With Limited Observations Based On Physics-Aware Structural Constraint

LIC-Fusion 2.0: LiDAR-Inertial-Camera Odometry with Sliding-Window Plane-Feature Tracking

VersaVIS: An Open Versatile Multi-Camera Visual-Inertial Sensor Suite

Persistent Obstruction Theory for a Model Category of Measures with Applications to Data Merging

Unsupervised Cyberbullying Detection via Time-Informed Gaussian Mixture Model

Elasticity Meets Continuous-Time: Map-Centric Dense 3D LiDAR SLAM

Analysis and Comparison of Different Wavelet Transform Methods Using Benchmarks for Image Fusion

Attend And Discriminate: Beyond the State-of-the-Art for Human Activity Recognition using Wearable Sensors

Robust Group Subspace Recovery: A New Approach for Multi-Modality Data Fusion

Early soft and flexible fusion of EEG and fMRI via tensor decompositions

Scene-Aware Error Modeling of LiDAR/Visual Odometry for Fusion-based Vehicle Localization

Deep Coupled-Representation Learning for Sparse Linear Inverse Problems with Side Information

Dual Adversarial Domain Adaptation

Fusion of Deep Neural Networks for Activity Recognition: A Regular Vine Copula Based Approach

LIC-Fusion: LiDAR-Inertial-Camera Odometry

Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones