A comprehensive survey of few-shot learning: Evolution, applications, challenges, and opportunities

Y Song, T Wang, P Cai, SK Mondal… - ACM Computing Surveys, 2023 - dl.acm.org
Few-shot learning (FSL) has emerged as an effective learning method and shows great
potential. Despite the recent creative works in tackling FSL tasks, learning valid information …

The role of memory in creative ideation

M Benedek, RE Beaty, DL Schacter… - Nature Reviews …, 2023 - nature.com
Creativity reflects the remarkable human capacity to produce novel and effective ideas.
Empirical work suggests that creative ideas do not just emerge out of nowhere but typically …

Memorable tourism experience: A review and research agenda

S Hosany, E Sthapit, P Björk - Psychology & Marketing, 2022 - Wiley Online Library
A decade of research has produced substantial results but the theorization of memorable
tourism experience, often drawing on positive and environmental psychology, remains fuzzy …

Gdumb: A simple approach that questions our progress in continual learning

A Prabhu, PHS Torr, PK Dokania - … , Glasgow, UK, August 23–28, 2020 …, 2020 - Springer
We discuss a general formulation for the Continual Learning (CL) problem for classification—
a learning task where a stream provides samples to a learner and the goal of the learner …

Brain-inspired replay for continual learning with artificial neural networks

GM Van de Ven, HT Siegelmann, AS Tolias - Nature communications, 2020 - nature.com
Artificial neural networks suffer from catastrophic forgetting. Unlike humans, when these
networks are trained on something new, they rapidly forget what was learned before. In the …

Morris water maze: a versatile and pertinent tool for assessing spatial learning and memory

MZ Othman, Z Hassan, ATC Has - Experimental animals, 2022 - jstage.jst.go.jp
Since its development about 40 years ago (1981–2021), Morris water maze has turned into
a very popular tool for assessing spatial learning and memory. Its many advantages have …

[图书][B] Diseño de investigación cualitativa

JA Maxwell - 2019 - books.google.com
La investigación cualitativa reclama un modelo de diseño específico. Si no se reconoce la
necesidad de ese modelo de diseño específico, interactivo, flexible, abierto, móvil, que …

[HTML][HTML] Neuroscience-inspired artificial intelligence

D Hassabis, D Kumaran, C Summerfield, M Botvinick - Neuron, 2017 - cell.com
The fields of neuroscience and artificial intelligence (AI) have a long and intertwined history.
In more recent times, however, communication and collaboration between the two fields has …

Storylines: an alternative approach to representing uncertainty in physical aspects of climate change

TG Shepherd, E Boyd, RA Calel, SC Chapman… - Climatic change, 2018 - Springer
As climate change research becomes increasingly applied, the need for actionable
information is growing rapidly. A key aspect of this requirement is the representation of …

If deep learning is the answer, what is the question?

A Saxe, S Nelli, C Summerfield - Nature Reviews Neuroscience, 2021 - nature.com
Neuroscience research is undergoing a minor revolution. Recent advances in machine
learning and artificial intelligence research have opened up new ways of thinking about …