Object-Centric Learning with Slot Mixture Module

no code implementations • 8 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

Recurrent Action Transformer with Memory

no code implementations • 15 Jun 2023 • Alexey Staroverov, Egor Cherepanov, Dmitry Yudin, Alexey K. Kovalev, Aleksandr I. Panov

One solution to this problem is to enhance transformers with memory mechanisms.

Atari Games reinforcement-learning