Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks

1 code implementation • 21 Dec 2023 • Gaël Gendron, Yang Chen, Mitchell Rogers, Yiping Liu, Mihailo Azhar, Shahrokh Heidari, David Arturo Soriano Valdez, Kobe Knowles, Padriac O'Leary, Simon Eyre, Michael Witbrock, Gillian Dobbie, Jiamou Liu, Patrice Delmas

Better understanding the natural world is a crucial task with a wide range of applications.

Time Series

Challenges in Annotating Datasets to Quantify Bias in Under-represented Society

no code implementations • 11 Sep 2023 • Vithya Yogarajan, Gillian Dobbie, Timothy Pistotti, Joshua Bensemann, Kobe Knowles

Recent advances in artificial intelligence, including the development of highly sophisticated large language models (LLM), have proven beneficial in many real-world applications.

Gender Classification

Meerkat Behaviour Recognition Dataset

1 code implementation • 20 Jun 2023 • Mitchell Rogers, Gaël Gendron, David Arturo Soriano Valdez, Mihailo Azhar, Yang Chen, Shahrokh Heidari, Caleb Perelini, Padriac O'Leary, Kobe Knowles, Izak Tait, Simon Eyre, Michael Witbrock, Patrice Delmas

Recording animal behaviour is an important step in evaluating the well-being of animals and further understanding the natural world.

Neuromodulation Gated Transformer

1 code implementation • 5 May 2023 • Kobe Knowles, Joshua Bensemann, Diana Benavides-Prado, Vithya Yogarajan, Michael Witbrock, Gillian Dobbie, Yang Chen

We introduce a novel architecture, the Neuromodulation Gated Transformer (NGT), which is a simple implementation of neuromodulation in transformers via a multiplicative effect.