17 citations · 24 across the 5 of their papers we have counts for
5 papers
Learning Abstract Visual Reasoning via Task Decomposition: A Case Study in Raven Progressive Matrices
Jakub Kwiatkowski, Krzysztof Krawiec
Learning to perform abstract reasoning often requires decomposing the task in question into intermediate subgoals that are not specified upfront, but need to be autonomously devise…
Quantum annealing in the NISQ era: railway conflict management
Krzysztof Domino, Mátyás Koniorczyk, Krzysztof Krawiec +3
We are in the Noisy Intermediate-Scale Quantum (NISQ) devices' era, in which quantum hardware has become available for application in real-world problems. However, demonstrating th…
Ain't Nobody Got Time For Coding: Structure-Aware Program Synthesis From Natural Language
Jakub Bednarek, Karol Piaskowski, Krzysztof Krawiec
Program synthesis from natural language (NL) is practical for humans and, once technically feasible, would significantly facilitate software development and revolutionize end-user…
Learning to Play Othello with Deep Neural Networks
Paweł Liskowski, Wojciech Jaśkowski, Krzysztof Krawiec
Achieving superhuman playing level by AlphaGo corroborated the capabilities of convolutional neural architectures (CNNs) for capturing complex spatial patterns. This result was to…
Distance Metric Ensemble Learning and the Andrews-Curtis Conjecture
Krzysztof Krawiec, Jerry Swan
Motivated by the search for a counterexample to the Poincaré conjecture in three and four dimensions, the Andrews-Curtis conjecture was proposed in 1965. It is now generally suspec…