1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CV2026
Structure over Pixels: Learning Variable-Length Visual Programs
Piotr Wyrwiński, Kacper Dobek, Krzysztof Krawiec
Discrete visual tokenizers map images to ordered sequences of tokens, providing a natural representation for structural scene descriptions. Most use a fixed sequence length, while…
cs.LG2025
Learning Semantics-aware Search Operators for Genetic Programming
Piotr Wyrwiński, Krzysztof Krawiec
Fitness landscapes in test-based program synthesis are known to be extremely rugged, with even minimal modifications of programs often leading to fundamental changes in their behav…
cs.NE2024★ 1 cited
Guiding Genetic Programming with Graph Neural Networks
Piotr Wyrwiński, Krzysztof Krawiec
In evolutionary computation, it is commonly assumed that a search algorithm acquires knowledge about a problem instance by sampling solutions from the search space and evaluating t…