多模态信息融合

Lightweight Self-Knowledge Distillation with Multi-source Information Fusion

Xucong Wang, Pengchao Han, Lei Guo

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

Comments Submitted to IEEE TNNLS

Multimodal Information Fusion For The Diagnosis Of Diabetic Retinopathy

Yihao Li, Hassan Al Hajj, Pierre-Henri Conze, Mostafa EI Habib Daho, Sophie Bonnin, Hugang Ren, Niranchana Manivannan, Stephanie Magazzeni, Ramin Tadayoni, Mathieu Lamard, Gwenole Quellec

专题命中 融合架构与评测 ：information fusion(title)；分类 eess.IV

Comments Abstract

CAT: Learning to Collaborate Channel and Spatial Attention from Multi-Information Fusion

Zizhang Wu, Man Wang, Weiwei Sun, Yuchen Li, Tianhao Xu, Fan Wang, Keke Huang

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

Comments 8 pages, 5 figures

Journal ref IET Computer Vision 2023

Pedestrian Spatio-Temporal Information Fusion For Video Anomaly Detection

Chao Hu, Liqiang Zhu

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

Comments International Conference on Intelligent Media, Big Data and Knowledge Mining

Journal ref IMBDKM 2023

Multi-Modal Fusion by Meta-Initialization

Matthew T. Jackson, Shreshth A. Malik, Michael T. Matthews, Yousuf Mohamed-Ahmed

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

Comments The first two authors contributed equally

Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval

Nina Shvetsova, Brian Chen, Andrew Rouditchenko, Samuel Thomas, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Hilde Kuehne

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

Comments CVPR2022. The final published version of the proceedings will be available on IEEE Xplore

Two-Aspect Information Fusion Model For ABAW4 Multi-task Challenge

Haiyang Sun, Zheng Lian, Bin Liu, Jianhua Tao, Licai Sun, Cong Cai

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

Depthformer : Multiscale Vision Transformer For Monocular Depth Estimation With Local Global Information Fusion

Ashutosh Agarwal, Chetan Arora

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

Journal ref International Conference on Image Processing (ICIP), 2022

Information Fusion: Scaling Subspace-Driven Approaches

Sally Ghanem, Hamid Krim

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

A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding

Alina Roitberg, Kunyu Peng, Zdravko Marinov, Constantin Seibold, David Schneider, Rainer Stiefelhagen

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

Comments Accepted at Intelligent Vehicles Symposium 2022, IEEE

Ubi-SleepNet: Advanced Multimodal Fusion Techniques for Three-stage Sleep Classification Using Ubiquitous Sensing

Bing Zhai, Yu Guan, Michael Catt, Thomas Ploetz

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

Comments Accepted in IMWUT for 2021 Dec issue

3D modelling of survey scene from images enhanced with a multi-exposure fusion

Kwok-Leung Chan, Liping Li, Arthur Wing-Tak Leung, Ho-Yin Chan

专题命中 融合架构与评测 ：multi-exposure(title)；分类 cs.CV

Multimodal Fusion Based Attentive Networks for Sequential Music Recommendation

Kunal Vaswani, Yudhik Agrawal, Vinoo Alluri

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

Adaptive Multi-modal Fusion Hashing via Hadamard Matrix

Jun Yu, Donglin Zhang, Zhenqiu Shu, Feng Chen

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

Comments 10pages, 8figures, 3tables. The paper is under consideration at Applied Intelligence

Multi-level Stress Assessment from ECG in a Virtual Reality Environment using Multimodal Fusion

Zeeshan Ahmad, Suha Rabbani, Muhammad Rehman Zafar, Syem Ishaque, Sridhar Krishnan, Naimul Khan

专题命中 融合架构与评测 ：multimodal fusion(title)；分类 eess.SP

Comments Under review

COVID19-HPSMP: COVID-19 Adopted Hybrid and Parallel Deep Information Fusion Framework for Stock Price Movement Prediction

Farnoush Ronaghi, Mohammad Salimibeni, Farnoosh Naderkhani, Arash Mohammadi

专题命中 融合架构与评测 ：information fusion(title)；分类 eess.SP

Contrastive Multimodal Fusion with TupleInfoNCE

Yunze Liu, Qingnan Fan, Shanghang Zhang, Hao Dong, Thomas Funkhouser, Li Yi

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

Multimodal fusion using sparse CCA for breast cancer survival prediction

Vaishnavi Subramanian, Tanveer Syeda-Mahmood, Minh N. Do

专题命中 融合架构与评测 ：multimodal fusion(title)；分类 eess.SP

Comments Accepted for poster presentation at International Symposium on Biomedical Imaging (ISBI) 2021. 4 pages, 1 figure, 4 tables

After All, Only The Last Neuron Matters: Comparing Multi-modal Fusion Functions for Scene Graph Generation

Mohamed Karim Belaid

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

Towards Improved Human Action Recognition Using Convolutional Neural Networks and Multimodal Fusion of Depth and Inertial Sensor Data

Zeeshan Ahmad, Naimul Khan

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

Multi-Label Product Categorization Using Multi-Modal Fusion Models

Pasawee Wirojwatanakul, Artit Wangperawong

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

Towards fully automated post-event data collection and analysis: pre-event and post-event information fusion

Ali Lenjani, Shirley J. Dyke, Ilias Bilionis, Chul Min Yeum, Kenzo Kamiya, Jongseong Choi, Xiaoyu Liu, Arindam G. Chowdhury

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

Dynamic Deep Multi-modal Fusion for Image Privacy Prediction

Ashwini Tonge, Cornelia Caragea

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

Comments Accepted by The Web Conference (WWW) 2019

Towards Good Practices for Multi-modal Fusion in Large-scale Video Classification

Jinlai Liu, Zehuan Yuan, Changhu Wang

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

Comments ECCV YouTube-8M workshop general paper

Exploiting Spatial-Temporal Modelling and Multi-Modal Fusion for Human Action Recognition

Dongliang He, Fu Li, Qijie Zhao, Xiang Long, Yi Fu, Shilei Wen

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

Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce

Tom Zahavy, Alessandro Magnani, Abhinandan Krishnan, Shie Mannor

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

Multi-modal Fusion for Diabetes Mellitus and Impaired Glucose Regulation Detection

Jinxing Li, David Zhang, Yongcheng Li, Jian Wu

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

Comments 9 pages, 8 figures, 30 conference

Placenta Accreta Spectrum Detection using Multimodal Deep Learning

利用多模态深度学习进行胎盘增生谱检测

Sumaiya Ali, Areej Alhothali, Sameera Albasri, Ohoud Alzamzami, Ahmed Abduljabbar, Muhammad Alwazzan

机构 * Department of Computer Science, Faculty of Computing and Information Technology, King Abdulaziz University（计算机科学系，计算与信息科技学院，国王阿卜杜勒阿齐兹大学） ； Department of Radiology, King Abdulaziz University Hospital（放射科，国王阿卜杜勒阿齐兹大学医院） 纠错

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

AI总结 本研究提出多模态深度学习方法，通过整合3D MRI和2D US数据，提高胎盘增生谱检测的准确率和AUC值，有效提升产前风险评估能力。

Data-Driven Meta-Analysis and Public-Dataset Evaluation for Sensor-Based Gait Age Estimation

Varun Velankar

专题命中 融合架构与评测 ：sensor fusion(abstract)；multi-sensor fusion(abstract)；分类 cs.CV、eess.IV

Deciding When to Rely on Visual Information: Gated Multimodal Fusion in Sequential Recommendation

何时依赖视觉信息：序列推荐中的门控多模态融合

Natalija Glisovic, Danica Kragic, Martin Tegner

专题命中 融合架构与评测 ：multimodal fusion(title)

AI总结 该研究提出VisGate框架，基于物品和用户上下文自适应融合多模态信号，揭示视觉效用随物品、交互稀疏性变化的规律，实现更精准的序列推荐并可解释视觉信息的作用。

Comments 8 pages, 6 figures, Accepted at CARS @ RecSys 2026