Konstantinos Kontras

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@kkontras

PostDoc at KU Leuven & MIT on Multimodal Deep Learning

kkontras.github.io/

MCR. ◉ Balancing Multimodal Training Through Game-Theoretic Regularization (Spotlight NeurIPS 2025)

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MLB. ◉ Improving Multimodal Learning with Multi-Loss Gradient Modulation (BMVC 2024) ◉ Self-Balancing Multimodal Models via Multi-Loss Gradient Modulation (IJCV 2025)

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CoRe-Sleep. ◉ CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities (TNSRE 2024)

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Awesome_Papers_Biomed_KUL. Awesome Papers from Biomed KU Leuven preparing our new reading group

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EpilepsyChallenge. Python

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Prototype_Explainability. Python

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Synergy. Python

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SynIB. ◉ SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning

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