Anxiety patients over-generalize fear, possibly because of an incapacity to discriminate threat and safety signals. Discrimination trainings are promising approaches for reducing such fear ...

The official repository for our EMNLP 2021 paper The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers. Please note that this ...

Effective explosives detection requires dogs to generalize their response to untrained variations of targets that are related to those with which they were trained. Previous research suggests that ...

Deep learning architectures such as recurrent neural networks and convolutional neural networks have seen many significant improvements and have been applied in the fields of computer vision, speech ...

Abstract: Generalization to out-of-distribution (OOD) data is a capability natural to humans yet challenging for machines to reproduce. This is because most learning algorithms strongly rely on the ...

This is the official code repository for the paper "Generalizable Deep Learning for Photoplethysmography-Based Blood Pressure Estimation – A Benchmarking Study" by Mohammad Moulaeifard, Peter Charlton ...

It’s a question that’s been around for a very long time: which is better to focus on, specialization or generalization? Many people have to ask themselves this as they develop skills for a future ...