29 citations · 77 across the 6 of their papers we have counts for
3 papers · 1 filter
Autoregressive Reasoning over Chains of Facts with Transformers
Ruben Cartuyvels, Graham Spinks, Marie-Francine Moens
This paper proposes an iterative inference algorithm for multi-hop explanation regeneration, that retrieves relevant factual evidence in the form of text snippets, given a natural…
Structured (De)composable Representations Trained with Neural Networks
Graham Spinks, Marie-Francine Moens
The paper proposes a novel technique for representing templates and instances of concept classes. A template representation refers to the generic representation that captures the c…
Convolutional Generation of Textured 3D Meshes
Dario Pavllo, Graham Spinks, Thomas Hofmann +2
While recent generative models for 2D images achieve impressive visual results, they clearly lack the ability to perform 3D reasoning. This heavily restricts the degree of control…