1 citations · 1 across the 6 of their papers we have counts for
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LLEXICORP: End-user Explainability of Convolutional Neural Networks
Vojtěch Kůr, Adam Bajger, Adam Kukučka +3
Convolutional neural networks (CNNs) underpin many modern computer vision systems. With applications ranging from common to critical areas, a need to explain and understand the mod…
Explaining Digital Pathology Models via Clustering Activations
Adam Bajger, Jan Obdržálek, Vojtěch Kůr +4
We present a clustering-based explainability technique for digital pathology models based on convolutional neural networks. Unlike commonly used methods based on saliency maps, suc…
Steady-State Strategy Synthesis for Swarms of Autonomous Agents
Martin Jonáš, Antonín Kučera, Vojtěch Kůr +1
Steady-state synthesis aims to construct a policy for a given MDP such that the long-run average frequencies of visits to the vertices of satisfy given numerical constraint…
Memory Assignment for Finite-Memory Strategies in Adversarial Patrolling Games
Vojtěch Kůr, Vít Musil, Vojtěch Řehák
Adversarial Patrolling games form a subclass of Security games where a Defender moves between locations, guarding vulnerable targets. The main algorithmic problem is constructing a…