Inductive biases for deep learning of higher-level cognition

A Goyal, Y Bengio - Proceedings of the Royal Society A, 2022 - royalsocietypublishing.org
A fascinating hypothesis is that human and animal intelligence could be explained by a few
principles (rather than an encyclopaedic list of heuristics). If that hypothesis was correct, we …

[HTML][HTML] Beyond eye gaze: What else can eyetracking reveal about cognition and cognitive development?

MK Eckstein, B Guerra-Carrillo, ATM Singley… - Developmental cognitive …, 2017 - Elsevier
This review provides an introduction to two eyetracking measures that can be used to study
cognitive development and plasticity: pupil dilation and spontaneous blink rate. We begin by …

Intuitive physics learning in a deep-learning model inspired by developmental psychology

LS Piloto, A Weinstein, P Battaglia… - Nature human …, 2022 - nature.com
Abstract 'Intuitive physics' enables our pragmatic engagement with the physical world and
forms a key component of 'common sense'aspects of thought. Current artificial intelligence …

Learning to track with object permanence

P Tokmakov, J Li, W Burgard… - Proceedings of the …, 2021 - openaccess.thecvf.com
Tracking by detection, the dominant approach for online multi-object tracking, alternates
between localization and association steps. As a result, it strongly depends on the quality of …

On the binding problem in artificial neural networks

K Greff, S Van Steenkiste, J Schmidhuber - arXiv preprint arXiv …, 2020 - arxiv.org
Contemporary neural networks still fall short of human-level generalization, which extends
far beyond our direct experiences. In this paper, we argue that the underlying cause for this …

Ecomindsponge: A novel perspective on human psychology and behavior in the ecosystem

MH Nguyen, TT Le, QH Vuong - Urban Science, 2023 - mdpi.com
Modern society faces major environmental problems, but there are many difficulties in
studying the nature–human relationship from an integral psychosocial perspective. We …

[图书][B] Cognitive development and cognitive neuroscience: The learning brain

U Goswami - 2019 - taylorfrancis.com
Cognitive Development and Cognitive Neuroscience: The Learning Brain is a thoroughly
revised edition of the bestselling Cognitive Development. The new edition of this full-colour …

Observing the unexpected enhances infants' learning and exploration

AE Stahl, L Feigenson - Science, 2015 - science.org
Given the overwhelming quantity of information available from the environment, how do
young learners know what to learn about and what to ignore? We found that 11-month-old …

Segmenting moving objects via an object-centric layered representation

J Xie, W Xie, A Zisserman - Advances in neural information …, 2022 - proceedings.neurips.cc
The objective of this paper is a model that is able to discover, track and segment multiple
moving objects in a video. We make four contributions: First, we introduce an object-centric …

Towards a rational constructivist theory of cognitive development.

F Xu - Psychological review, 2019 - psycnet.apa.org
This article provides a synthesis and overview of a theory of cognitive development, rational
constructivism. The basic tenets of this view are as follows:(a) Initial state: Human infants …