Building from In Vivo Research to the Future of Research on Relational Thinking and Learning
Sign Up to like & getrecommendations! Published in 2017 at "Educational Psychology Review"
DOI: 10.1007/s10648-016-9384-0
Abstract: This concluding commentary takes the perspective of research on practicing scientists and engineers to consider what open areas and future directions on relational thinking and learning should be considered beyond the impressive research presented in… read more here.
Keywords: research; building vivo; vivo research; thinking learning ... See more keywords
You cannot find what you are not looking for: Population differences in relational reasoning are sometimes differences in inductive biases alone
Sign Up to like & getrecommendations! Published in 2022 at "Cognition"
DOI: 10.1016/j.cognition.2021.105007
Abstract: Relational reasoning is a cornerstone of human cognition. Extensive work, drawing on the Relational Match to Sample paradigm (RMTS), has established that humans, at least above the age of five, are much more proficient relational… read more here.
Keywords: rmts; relational reasoning; inductive biases; four year ... See more keywords
Convergence of multiple fields on a relational reasoning approach to cognition.
Sign Up to like & getrecommendations! Published in 2020 at "Intelligence"
DOI: 10.1016/j.intell.2020.101491
Abstract: Abstract The current paper briefly outlines how researchers from multiple sub-fields of cognitive science have independently converged upon a relational account of language and cognition. However, most of this research from the cognitive sciences has… read more here.
Keywords: psychology; multiple fields; cognition; relational reasoning ... See more keywords
Geometry-attentive relational reasoning for robust facial landmark detection
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.06.126
Abstract: Abstract In this paper, we propose a geometry-attentive relational reasoning approach to investigate the problem of robust facial landmark detection, especially when faces were captured in wild conditions. Unlike existing methods which usually cannot explicitly… read more here.
Keywords: landmark; attentive relational; robust facial; geometry attentive ... See more keywords
The role of representational system in relational reasoning.
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Educational Psychology"
DOI: 10.1037/edu0000374
Abstract: Relational reasoning, or the ability to identify meaningful patterns within streams of information, has emerged as an important factor in a variety of complex tasks. One factor that has received relatively little research attention, however,… read more here.
Keywords: role representational; system relational; reasoning; representational system ... See more keywords
Relation Matters: Foreground-Aware Graph-Based Relational Reasoning for Domain Adaptive Object Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3179445
Abstract: Domain Adaptive Object Detection (DAOD) focuses on improving the generalization ability of object detectors via knowledge transfer. Recent advances in DAOD strive to change the emphasis of the adaptation process from global to local in… read more here.
Keywords: domain adaptive; alignment; domain; graph ... See more keywords
Optimal Quadratic Binding for Relational Reasoning in Vector Symbolic Neural Architectures
Sign Up to like & getrecommendations! Published in 2022 at "Neural Computation"
DOI: 10.1162/neco_a_01558
Abstract: Abstract Binding operation is fundamental to many cognitive processes, such as cognitive map formation, relational reasoning, and language comprehension. In these processes, two different modalities, such as location and objects, events and their contextual cues,… read more here.
Keywords: binding relational; optimal quadratic; relational reasoning; quadratic binding ... See more keywords
The Predictive Power of Spatial Relational Reasoning Models: A New Evaluation Approach
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2021.626292
Abstract: In the last few decades, cognitive theories for explaining human spatial relational reasoning have increased. Few of these theories have been implemented as computational models, however, even fewer have been compared computationally to each other.… read more here.
Keywords: new evaluation; evaluation approach; relational reasoning; spatial relational ... See more keywords