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09/20/2023
The Languini Kitchen: Enabling Language Modelling Research at Different Scales of Compute
The Languini Kitchen serves as both a research collective and codebase d...
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05/24/2023
Contrastive Training of Complex-Valued Autoencoders for Object Discovery
Current state-of-the-art object-centric models use slots and attention-b...
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08/05/2022
Learning to Generalize with Object-centric Agents in the Open World Survival Game Crafter
Reinforcement learning agents must generalize beyond their training expe...
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03/16/2021
Spatial Dependency Networks: Neural Layers for Improved Generative Image Modeling
How to improve generative modeling by better exploiting spatial regulari...
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10/07/2020
Hierarchical Relational Inference
Common-sense physical reasoning in the real world requires learning abou...
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10/11/2019
R-SQAIR: Relational Sequential Attend, Infer, Repeat
Traditional sequential multi-object attention models rely on a recurrent...
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05/26/2016