Search Results for author: Steven Spratley

Found 3 papers, 3 papers with code

A Closer Look at Generalisation in RAVEN

1 code implementation ECCV 2020 Steven Spratley, Krista Ehinger, Tim Miller

Humans have a remarkable capacity to draw parallels between concepts, generalising their experience to new domains.

Visual Reasoning

Unicode Analogies: An Anti-Objectivist Visual Reasoning Challenge

1 code implementation CVPR 2023 Steven Spratley, Krista A. Ehinger, Tim Miller

While progressive-matrix problems (PMPs) are becoming popular for the development and evaluation of analogical reasoning in computer vision, we argue that the dominant methodology in this area struggles to expose the lack of meaningful generalisation in solvers, and reinforces an objectivist stance on perception -- that objects can only be seen one way -- which we believe to be counter-productive.

Navigate Visual Reasoning

A Unified Neural Architecture for Instrumental Audio Tasks

1 code implementation1 Mar 2019 Steven Spratley, Daniel Beck, Trevor Cohn

Within Music Information Retrieval (MIR), prominent tasks -- including pitch-tracking, source-separation, super-resolution, and synthesis -- typically call for specialised methods, despite their similarities.

Information Retrieval Music Information Retrieval +3

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