多模态信息融合 - arXivDaily 专题

2105.14685 2022-03-03 cs.CV 57%

DeepChange: A Large Long-Term Person Re-Identification Benchmark with Clothes Change

Peng Xu, Xiatian Zhu

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

2201.07383 2022-01-20 cs.LG cs.CV 57%

Online Deep Learning based on Auto-Encoder

Si-si Zhang, Jian-wei Liu, Xin Zuo, Run-kun Lu, Si-ming Lian

专题命中融合架构与评测：feature-level fusion(abstract)；分类 cs.CV

Comments 30 pages

Journal ref Applied Intelligence (2021)

2104.08541 2022-01-17 cs.CV 57%

TransVG: End-to-End Visual Grounding with Transformers

Jiajun Deng, Zhengyuan Yang, Tianlang Chen, Wengang Zhou, Houqiang Li

专题命中融合架构与评测：multi-modal fusion(abstract)；分类 cs.CV

Comments This paper has been accepted by ICCV2021

2003.06233 2022-01-14 cs.GR cs.CV 57%

Fusion-Aware Point Convolution for Online Semantic 3D Scene Segmentation

Jiazhao Zhang, Chenyang Zhu, Lintao Zheng, Kai Xu

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

Comments CVPR 2020

2004.12349 2022-01-12 cs.CV 57%

When CNNs Meet Random RNNs: Towards Multi-Level Analysis for RGB-D Object and Scene Recognition

Ali Caglayan, Nevrez Imamoglu, Ahmet Burak Can, Ryosuke Nakamura

专题命中融合架构与评测：multi-modal fusion(abstract)；分类 cs.CV

Comments 15 pages, 9 figures, 5 tables (To appear in Computer Vision and Image Understanding, Elsevier)

2201.01050 2022-01-07 eess.SP 57%

Partially latent factors based multi-view subspace learning

Run-kun Lu, Jian-wei Liu, Ze-yu Liu, Jin-zhong Chen

专题命中融合架构与评测：feature-level fusion(abstract)；分类 eess.SP

Comments 21 pages

2112.12792 2021-12-30 cs.LG cs.MM 57%

Understanding and Measuring Robustness of Multimodal Learning

Nishant Vishwamitra, Hongxin Hu, Ziming Zhao, Long Cheng, Feng Luo

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.MM

2112.09664 2021-12-20 cs.CV 57%

Towards More Effective PRM-based Crowd Counting via A Multi-resolution Fusion and Attention Network

Usman Sajid, Guanghui Wang

专题命中融合架构与评测：feature-level fusion(abstract)；分类 cs.CV

2112.04453 2021-12-09 cs.CV cs.CL cs.LG 57%

MLP Architectures for Vision-and-Language Modeling: An Empirical Study

Yixin Nie, Linjie Li, Zhe Gan, Shuohang Wang, Chenguang Zhu, Michael Zeng, Zicheng Liu, Mohit Bansal, Lijuan Wang

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

Comments 15 pages

2112.02839 2021-12-07 cs.MM cs.AI 57%

MoCA: Incorporating Multi-stage Domain Pretraining and Cross-guided Multimodal Attention for Textbook Question Answering

Fangzhi Xu, Qika Lin, Jun Liu, Lingling Zhang, Tianzhe Zhao, Qi Chai, Yudai Pan

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.MM

Comments 9 pages, 6 figures

2112.00295 2021-12-02 cs.CV 57%

Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation

Kai Zhang, Yifan Sun, Rui Wang, Haichang Li, Xiaohui Hu

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

Comments 13 pages, 2 figures, submitted to BMVC2021

2111.11992 2021-11-29 cs.CV cs.LG 57%

Sparse Fusion for Multimodal Transformers

Yi Ding, Alex Rich, Mason Wang, Noah Stier, Matthew Turk, Pradeep Sen, Tobias Höllerer

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

Comments 11 pages, 4 figures, 5 tables, Yi Ding and Alex Rich contributed equally

2111.08703 2021-11-18 cs.CV cs.CR 57%

Benchmarking Quality-Dependent and Cost-Sensitive Score-Level Multimodal Biometric Fusion Algorithms

Norman Poh, Thirimachos Bourlai, Josef Kittler, Lorene Allano, Fernando Alonso-Fernandez, Onkar Ambekar, John Baker, Bernadette Dorizzi, Omolara Fatukasi, Julian Fierrez, Harald Ganster, Javier Ortega-Garcia, Donald Maurer, Albert Ali Salah, Tobias Scheidat, Claus Vielhauer

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

Comments Published at IEEE Transactions on Information Forensics and Security journal

2109.11243 2021-09-24 cs.CV 57%

Pairwise Emotional Relationship Recognition in Drama Videos: Dataset and Benchmark

Xun Gao, Yin Zhao, Jie Zhang, Longjun Cai

专题命中融合架构与评测：multi-modal fusion(abstract)；分类 cs.CV

Journal ref ACM MM 2021

2109.10559 2021-09-23 cs.CV cs.AI 57%

Hierarchical Multimodal Transformer to Summarize Videos

Bin Zhao, Maoguo Gong, Xuelong Li

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

2109.06875 2021-09-16 cs.CV 57%

Multi-Scale Aligned Distillation for Low-Resolution Detection

Lu Qi, Jason Kuen, Jiuxiang Gu, Zhe Lin, Yi Wang, Yukang Chen, Yanwei Li, Jiaya Jia

专题命中融合架构与评测：feature-level fusion(abstract)；分类 cs.CV

Comments In CVPR 2021

2108.12151 2021-08-30 cs.CV 57%

A Matching Algorithm based on Image Attribute Transfer and Local Features for Underwater Acoustic and Optical Images

Xiaoteng Zhou, Changli Yu, Xin Yuan, Citong Luo

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

1908.03289 2021-08-26 cs.CV 57%

Question-Agnostic Attention for Visual Question Answering

Moshiur R Farazi, Salman H Khan, Nick Barnes

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

Comments To appear in the proceedings of International Conference on Pattern Recognition (ICPR) 2020

2108.09916 2021-08-24 cs.CV 57%

PR-GCN: A Deep Graph Convolutional Network with Point Refinement for 6D Pose Estimation

Guangyuan Zhou, Huiqun Wang, Jiaxin Chen, Di Huang

专题命中融合架构与评测：multi-modal fusion(abstract)；分类 cs.CV

2108.08301 2021-08-24 cs.LG eess.IV 57%

Identifying Illicit Drug Dealers on Instagram with Large-scale Multimodal Data Fusion

Chuanbo Hu, Minglei Yin, Bin Liu, Xin Li, Yanfang Ye

专题命中融合架构与评测：multimodal fusion(abstract)；分类 eess.IV

Comments Accepted by ACM Transactions on Intelligent Systems and Technology (TIST)

2108.02927 2021-08-12 cs.CV 57%

DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features

Min Yang, Dongliang He, Miao Fan, Baorong Shi, Xuetong Xue, Fu Li, Errui Ding, Jizhou Huang

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

Comments ICCV2021

2108.00316 2021-08-03 cs.CV cs.AI cs.CL cs.LG 57%

Chest ImaGenome Dataset for Clinical Reasoning

Joy T. Wu, Nkechinyere N. Agu, Ismini Lourentzou, Arjun Sharma, Joseph A. Paguio, Jasper S. Yao, Edward C. Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo A. Celi, Mehdi Moradi

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

Comments Dataset available on PhysioNet (https://doi.org/10.13026/wv01-y230)

2009.00210 2021-07-07 cs.CV 57%

Semantics-aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition

Yang Liu, Keze Wang, Guanbin Li, Liang Lin

专题命中融合架构与评测：multi-modal fusion(abstract)；分类 cs.CV

Comments This paper focuses on the sensor-to-vision heterogenous action recognition problem. Code is available at https://github.com/YangLiu9208/SAKDN

2107.00206 2021-07-02 cs.LG cs.CV 57%

Multi-modal Graph Learning for Disease Prediction

Shuai Zheng, Zhenfeng Zhu, Zhizhe Liu, Zhenyu Guo, Yang Liu, Yao Zhao

专题命中融合架构与评测：multi-modal fusion(abstract)；分类 cs.CV

Comments 10 pages, 4 figures, 2 tables

2012.07175 2021-06-29 cs.CV cs.LG 57%

MSAF: Multimodal Split Attention Fusion

Lang Su, Chuqing Hu, Guofa Li, Dongpu Cao

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

2106.08617 2021-06-17 cs.CV 57%

CMF: Cascaded Multi-model Fusion for Referring Image Segmentation

Jianhua Yang, Yan Huang, Zhanyu Ma, Liang Wang

专题命中融合架构与评测：multi-modal fusion(abstract)；分类 cs.CV

Comments Accepted by ICIP 2021

2106.03797 2021-06-08 cs.CV cs.AI cs.HC 57%

Drone-based AI and 3D Reconstruction for Digital Twin Augmentation

Alex To, Maican Liu, Muhammad Hazeeq Bin Muhammad Hairul, Joseph G. Davis, Jeannie S. A. Lee, Henrik Hesse, Hoang D. Nguyen

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

2011.02164 2021-06-07 cs.CV cs.CL 57%

An Improved Attention for Visual Question Answering

Tanzila Rahman, Shih-Han Chou, Leonid Sigal, Giuseppe Carenini

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

Comments 8 pages

2105.12855 2021-05-28 cs.CV 57%

Multi-Modal Semantic Inconsistency Detection in Social Media News Posts

Scott McCrae, Kehan Wang, Avideh Zakhor

专题命中融合架构与评测：multi-modal fusion(abstract)；分类 cs.CV

2104.12166 2021-05-27 cs.CV 57%

MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning

Xiangde Luo, Guotai Wang, Tao Song, Jingyang Zhang, Michael Aertsen, Jan Deprest, Sebastien Ourselin, Tom Vercauteren, Shaoting Zhang

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

Comments 17 pages, 16 figures

1. 融合架构与评测 1409 篇

DeepChange: A Large Long-Term Person Re-Identification Benchmark with Clothes Change

Online Deep Learning based on Auto-Encoder

TransVG: End-to-End Visual Grounding with Transformers

Fusion-Aware Point Convolution for Online Semantic 3D Scene Segmentation

When CNNs Meet Random RNNs: Towards Multi-Level Analysis for RGB-D Object and Scene Recognition

Partially latent factors based multi-view subspace learning

Understanding and Measuring Robustness of Multimodal Learning

Towards More Effective PRM-based Crowd Counting via A Multi-resolution Fusion and Attention Network

MLP Architectures for Vision-and-Language Modeling: An Empirical Study

MoCA: Incorporating Multi-stage Domain Pretraining and Cross-guided Multimodal Attention for Textbook Question Answering

Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation

Sparse Fusion for Multimodal Transformers

Benchmarking Quality-Dependent and Cost-Sensitive Score-Level Multimodal Biometric Fusion Algorithms

Pairwise Emotional Relationship Recognition in Drama Videos: Dataset and Benchmark

Hierarchical Multimodal Transformer to Summarize Videos

Multi-Scale Aligned Distillation for Low-Resolution Detection

A Matching Algorithm based on Image Attribute Transfer and Local Features for Underwater Acoustic and Optical Images

Question-Agnostic Attention for Visual Question Answering

PR-GCN: A Deep Graph Convolutional Network with Point Refinement for 6D Pose Estimation

Identifying Illicit Drug Dealers on Instagram with Large-scale Multimodal Data Fusion

DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features

Chest ImaGenome Dataset for Clinical Reasoning

Semantics-aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition

Multi-modal Graph Learning for Disease Prediction

MSAF: Multimodal Split Attention Fusion

CMF: Cascaded Multi-model Fusion for Referring Image Segmentation

Drone-based AI and 3D Reconstruction for Digital Twin Augmentation

An Improved Attention for Visual Question Answering

Multi-Modal Semantic Inconsistency Detection in Social Media News Posts

MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning