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Papers in Multimodal Machine Learning Applications 11

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Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers
2023 Radiology article Computer Science Multimodal Machine Learning Applications

Firas Khader, Gustav Anton Müller‐Franzes, T. S. Wang, Tianyu Han, Soroosh Tayebi Arasteh, Christoph Haarburger, +6 more

107

citations
New Ideas and Trends in Deep Multimodal Content Understanding: A Review
2020 Neurocomputing article Computer Science Multimodal Machine Learning Applications Open access

Wei Chen, Weiping Wang, Li Liu, Michael S. Lew

44

citations
Integrating information theory and adversarial learning for cross-modal retrieval
2021 Pattern Recognition article Computer Science Multimodal Machine Learning Applications Open access

Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew

32

citations
Perspectives on Advancing Multimodal Learning in Environmental Science and Engineering Studies
2024 Environmental Science & Technology article Computer Science Multimodal Machine Learning Applications

Wenjia Liu, Jingwen Chen, Haobo Wang, Zhiqiang Fu, Willie J.G.M. Peijnenburg, Huixiao Hong

30

citations
Multi-stage hybrid embedding fusion network for visual question answering
2020 Neurocomputing article Computer Science Multimodal Machine Learning Applications

Mingrui Lao, Yanming Guo, Nan Pu, Wei Chen, Yu Liu, Michael S. Lew

21

citations
Caps Captioning: A Modern Image Captioning Approach Based on Improved Capsule Network
2022 Sensors article Computer Science Multimodal Machine Learning Applications Open access

Shima Javanmardi, Alimohammad Latif, Mohammad Taghi Sadeghi, Mehrdad Jahanbanifard, Marcello Bonsangue, Fons J. Verbeek

9

citations
Linking microstructure informatics with characterization knowledge in additively manufactured composites through customized and hybrid vision-language representations for automated qualification
2025 Advanced Engineering Informatics article Computer Science Multimodal Machine Learning Applications Open access

Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, Priti Wanjara, Yaoyao Fiona Zhao

1

citations
Mask prior generation with language queries guided networks for referring image segmentation
2025 Computer Vision and Image Understanding article Computer Science Multimodal Machine Learning Applications Open access

Jinhao Zhou, Guoqiang Xiao, Michael S. Lew, Song Wu

1

citations
Visual Large Language Models in Radiology: A Systematic Multimodel Evaluation of Diagnostic Accuracy and Hallucinations
2026 Life article Computer Science Multimodal Machine Learning Applications Open access

Marc Sebastian von der Stück, Roman Vuskov, Simon D. Westfechtel, Robert Malte Siepmann, Christiane Kuhl, Daniel Truhn, +1 more

0

citations
Cross-Modal Variance-Aware KV Cache Optimization for Efficient Multimodal Long-Context Inference
2026 Electronics article Computer Science Multimodal Machine Learning Applications Open access

S Liu, S AN, Yiwei Ru

0

citations
Improving weakly supervised phrase grounding via visual representation contextualization with contrastive learning
2022 Applied Intelligence article Computer Science Multimodal Machine Learning Applications

Xue Wang, Youtian Du, Suzan Verberne, Fons J. Verbeek

0

citations

11 results