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Radoslaw Martin Cichy

2 accepted papers

2026

The Human Brain as a Dynamic Mixture of Expert Models in Video Understanding

ICLR 2026poster

The human brain is the most efficient and versatile system for processing dynamic visual input. By comparing representations from deep video models to brain activity, we can gain insights into mechanistic solutions for effective video processing, important to better understand the brain and to build…

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2020

Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning

ECCV 2020poster

In this paper, we tackle an open research question in transfer learning, which is selecting a model initialization to achieve high performance on a new task, given several pre-trained models. We propose a new highly efficient and accurate approach based on duality diagram similarity (DDS) between de…