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A ViT-based Siamese Network for Visual Reasoning in the KiVA-ICCV Challenge (2nd-place solution!)
I participated in the KiVA Challenge, part of the 3rd Perception Test Challenge at ICCV 2025. I implemented a ViT-based siamese network for a visual analogical reasoning task that was selected as a winner solution.
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I defended my master's thesis on Diffusion-Based Evolutionary Algorithms
I defended my master's thesis on Diffusion-Based Evolutionary Algorithms, and I tell you about it.
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My fork of karpathy/nanoGPT
I had a great time diving into my fork of nanoGPT, the well-known repository by Andrej Karpathy. I spent some time refactoring, adding new features, and running a few experiments regarding training and inference speed.
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I took on the MESS 2024 Computational Optimization Challenge
And I tell you how I approached the problem and what my solution method looks like. This work later became a published paper!
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Training a transformer to predict the gender of German nouns
Der, Die, or Das? German learners often complain about the nouns having unintuitive and arbitrary genders. How good can a transformer predict the article just by looking at the word? I compare the hardness of this machine learning task against the equivalent for Croatian and Catalan.