218 citations · 811 across the 15 of their papers we have counts for
3 papers · 1 filter
The meaning of "most" for visual question answering models
Alexander Kuhnle, Ann Copestake
The correct interpretation of quantifier statements in the context of a visual scene requires non-trivial inference mechanisms. For the example of "most", we discuss two strategies…
How clever is the FiLM model, and how clever can it be?
Alexander Kuhnle, Huiyuan Xie, Ann Copestake
The FiLM model achieves close-to-perfect performance on the diagnostic CLEVR dataset and is distinguished from other such models by having a comparatively simple and easily transfe…
LIFT: Reinforcement Learning in Computer Systems by Learning From Demonstrations
Michael Schaarschmidt, Alexander Kuhnle, Ben Ellis +3
Reinforcement learning approaches have long appealed to the data management community due to their ability to learn to control dynamic behavior from raw system performance. Recent…