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Eleni Oikonomou

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#artificial intelligence Preprint Sep 2026

AdaKerNet: Neural Kernel Decoding for Task-Adaptive Prediction with Multimodal Large Models

Large foundation models have been introduced with the promise of efficient adaptation to downstream tasks. Yet, under limited supervision, MLLMs, an important class of large foundation models, remain challenging to adapt to various downstream tasks. Adaptation typically relies either on MLLM parameter fine-tuning or on...

Konstantinos D. Polyzos, Eleni Oikonomou, Tara Javidi · 0 citations

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