From

Institution

Field

Type

Topic: Multimodal Machine Learning Applications ×

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers in Multimodal Machine Learning Applications 32

Sort: Cited Newest Oldest Fwci Patents ⇩ CSV

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
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation
2021 conference-paper Computer Science Multimodal Machine Learning Applications Open access

Yiran Xing, Zai Shi, Meng Zhao, Gerhard Lakemeyer, Yunpu Ma, Roger P. Wattenhofer

35

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
COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering
2023 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Multimodal Machine Learning Applications Open access

Mingrui Lao, Nan Pu, Yu Liu, Kai He, Erwin M. Bakker, Michael S. Lew

22

citations
HD-EPIC: A Highly-Detailed Egocentric Video Dataset
2025 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Multimodal Machine Learning Applications Open access

Toby Perrett, Ahmad Darkhalil, Omar Emara, Sam Pollard, Kranti Kumar Parida, Prajwal Gatti, +10 more

19

citations
Multimodal Large Language Models are Generalist Medical Image Interpreters
2023 medRxiv preprint Computer Science Multimodal Machine Learning Applications Open access

Lisa C. Adams, Sven Nebelung, Jakob Nikolas Kather, Keno K. Bressem, Daniel Truhn

17

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
Adaptive Multimodal Fusion: Dynamic Attention Allocation for Intent Recognition
2025 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Multimodal Machine Learning Applications Open access cited by 1 patent

Bo Hu, Kai Zhang, Yanghai Zhang, Yuyang Ye

6

citations
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation
2021 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Yiran Xing, Zai Shi, Meng Zhao, Gerhard Lakemeyer, Yunpu Ma, Roger P. Wattenhofer

4

citations
New Ideas and Trends in Deep Multimodal Content Understanding: A Review
2020 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

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

3

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
Beyond Coarse-Grained Matching in Video-Text Retrieval
2024 Lecture notes in computer science conference-paper Computer Science Multimodal Machine Learning Applications Open access

Aozhu Chen, Hazel Doughty, Xirong Li, Cees G. M. Snoek

1

citations
What does Kiki look like? Cross-modal associations between speech sounds and visual shapes in vision-and-language models
2024 Workshop on Cognitive Modeling and Computational Linguistics (CMCL) conference-paper Computer Science Multimodal Machine Learning Applications Open access

Tessa Verhoef, Kiana Shahrasbi, Tom Kouwenhoven

1

citations
LocoMotion: Learning Motion-Focused Video-Language Representations
2024 Lecture notes in computer science conference-paper Computer Science Multimodal Machine Learning Applications Open access

Hazel Doughty, Fida Mohammad Thoker, Cees G. M. Snoek

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
Have Large Vision-Language Models Mastered Art History?
2024 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Ombretta Strafforello, Derya Soydaner, M. Willems, Anne-Sofie Maerten, Stefanie De Winter

1

citations
LEGO Co-builder: Exploring Fine-Grained Vision-Language Modeling for Multimodal LEGO Assembly Assistants
2025 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Hao‐Chen Huang, Y W Su, Xin Sun, Moonisa Ahsan, Mohammad Aliannejadi, Irene Viola, +8 more

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
Case-Grounded Evidence Verification: A Framework for Constructing Evidence-Sensitive Supervision
2026 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Soroosh Tayebi Arasteh, Mehdi Joodaki, Mahshad Lotfinia, Sven Nebelung, Daniel Truhn

0

citations
Vision-language models for chest radiography do not always need the image
2026 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Mahshad Lotfinia, Sebastian Ziegelmayer, Lisa Adams, Tri-Thien Nguyen, Daniel Truhn, Andreas Maier, +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
MISHAP-Bench: A Hallucination Benchmark for Large Audio-Language Models
2026 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Zhi Wen Soi, Giulio Segalini, Jian-Jia Chen, Lydia Y. Chen

0

citations
Integrating Information Theory and Adversarial Learning for Cross-modal Retrieval
2021 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

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

0

citations
The Scenario Refiner: Grounding subjects in images at the morphological level
2023 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Claudia Tagliaferri, Sofia Axioti, Albert Gatt, Denis Paperno

0

citations
What does Kiki look like? Cross-modal associations between speech sounds and visual shapes in vision-and-language models
2024 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Tessa Verhoef, Kiana Shahrasbi, Tom Kouwenhoven

0

citations