Search Results for author: Daniil Kirilenko

Found 2 papers, 1 papers with code

Object-Centric Learning with Slot Mixture Module

no code implementations8 Nov 2023 Daniil Kirilenko, Vitaliy Vorobyov, Alexey K. Kovalev, Aleksandr I. Panov

Object-centric architectures usually apply a differentiable module to the entire feature map to decompose it into sets of entity representations called slots.

Clustering Object +1

TransPath: Learning Heuristics For Grid-Based Pathfinding via Transformers

1 code implementation22 Dec 2022 Daniil Kirilenko, Anton Andreychuk, Aleksandr Panov, Konstantin Yakovlev

To this end, we suggest learning the instance-dependent heuristic proxies that are supposed to notably increase the efficiency of the search.

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