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FPGA-accelerated Binary Neural Networks as a surrogate model for a viscoplastic constitutive law in impulsively loaded beams2025 Mechanics Research Communications article Computer Science Advanced Neural Network Applications Open access
Vasileios Polydoras, Saurabh Balkrishna Tandale, Rutwik Gulakala, Marcus Stoffel
2citations -
Overcoming data scarcity in biomedical imaging with a foundational multi-task model2024 Nature Computational Science article Computer Science Domain Adaptation and Few-Shot Learning Open access
Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, +2 more
73citations -
LITEVSR: Efficient Visual Speech Recognition by Learning from Speech Representations of Unlabeled Data2024 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech and Audio Processing
Hendrik Laux, Emil Mededovic, Ahmed Hallawa, Lukas Märtin, Arne Peine, Anke Schmeink
5citations -
Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Duc Anh Nguyen, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck
17citations -
MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter2024 Annual Meeting of the Association for Computational Linguistics (ACL) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access
Jitai Hao, Weiwei Sun, Xin Xin, Qi Meng, Zhumin Chen, Pengjie Ren, +1 more
6citations -
R-MTLLMF: Resilient Multi-Task Large Language Model Fusion at the Wireless Edge2025 International Conference on Communications conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Aladin Djuhera, Vlad C. Andrei, Mohsen Pourghasemian, Haris Gacanin, Holger Boche, Walid Saad
0citations