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Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization2021 Computers & Operations Research article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Christian Grimme, Pascal Kerschke, Pelin Aspar, Heike Trautmann, Mike Preuß, Andre H. Deutz, +2 more
35citations -
Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Raphael Patrick Prager, Heike Trautmann, Hao Wang, Thomas Bäck, Pascal Kerschke
17citations -
Comparison of Low-budget Black-box Optimization Algorithms on BBOB2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access
Elena Raponi, Carraz Nathanael Rakotonirina, Rapin Jérémy, Carola Doerr, Olivier Teytaud
1citations -
Comparison of Low-budget Black-box Optimization Algorithms on BBOB2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access
Elena Raponi, Carraz Nathanael Rakotonirina, Rapin Jérémy, Carola Doerr, Olivier Teytaud
0citations -
Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis2022 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access
Firas Khader, Gustav Mueller-Franzes, Tianci Wang, Soroosh Tayebi Arasteh, Christoph Haarburger, Johannes Stegmaier, +5 more
3citations -
Multimodal integration of longitudinal noninvasive diagnostics for survival prediction in immunotherapy using deep learning2025 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Melda Yeghaian, Zuhir Bodalal, Daan van den Broek, John B.A.G. Haanen, Regina G. H. Beets‐Tan, Stefano Trebeschi, +1 more
15citations -
Optimizing VLP-aligned Multimodal Intent Representation with Correct Visual Instantiation for Zero-Shot Composed Image Retrieval2026 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access
Xuri Ge, Chunhao Wang, Junchen Fu, Haokun Wen, Zhiwei Xu, Ying Zhou, +4 more
0citations -
Vision-language models for chest radiography do not always need the image2026 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access
Mahshad Lotfinia, Sebastian Ziegelmayer, Lisa C. Adams, Tri-Thien Nguyen, Daniel Truhn, Andreas Maier, +1 more
0citations -
Closing the Indexing-Decoding Gap in Multimodal Generative Retrieval via Prefix Retention Optimization2026 arXiv (Cornell University) preprint Computer Science Advanced Image and Video Retrieval Techniques Open access
Yufei Chen, Zihan Wang, Yubao Tang, Yukun Zhao, Maarten de Rijke, Zhaochun Ren
0citations -
Closing the Indexing-Decoding Gap in Multimodal Generative Retrieval via Prefix Retention Optimization2026 arXiv (Cornell University) preprint Computer Science Advanced Image and Video Retrieval Techniques Open access
Yufei Chen, Zihan Wang, Yubao Tang, Yukun Zhao, Maarten de Rijke, Zhaochun Ren
0citations -
The objective that freed me: a multi-objective local search approach for continuous single-objective optimization2022 Natural Computing article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Pelin Aspar, Vera Steinhoff, Lennart Schäpermeier, Pascal Kerschke, Heike Trautmann, Christian Grimme
3citations -
LEGO Co-builder: Exploring Fine-Grained Vision-Language Modeling for Multimodal LEGO Assembly Assistants2025 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
1citations -
LEGO Co-builder: Exploring Fine-Grained Vision-Language Modeling for Multimodal Assembly Assistants2026 INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION conference-paper Computer Science Multimodal Machine Learning Applications Open access
Haochen Huang, Yue Su, Xin Sun, Moonisa Ahsan, Mohammad Aliannejadi, Irene Viola, +8 more
0citations -
A Step towards Interpretable Multimodal AI Models with MultiFIX2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Mafalda Malafaia, Thalea Schlender, Tanja Alderliesten, Peter A. N. Bosman
0citations -
Vision Also You Need: Navigating Out-of-Distribution Detection with Multimodal Large Language Model2026 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Haoran Xu, Yanlin Liu, Zizhao Tong, Jiaze Li, Kexue Fu, Yuyang Zhang, +5 more
0citations