Concept
Human intelligence
Related publications (33)
Infusing structured knowledge priors in neural models for sample-efficient symbolic reasoning
The ability to reason, plan and solve highly abstract problems is a hallmark of human intelligence. Recent advancements in artificial intelligence, propelled by deep neural networks, have revolutionized disciplines like computer vision and natural language ...
EPFL2024Diving into the heterogeneity of the visual system
Using batteries of visual tests, most studies have found that there are only weak correlations between performance levels of tests in healthy young adults. Factor analysis has confirmed these results. This means that a participant excelling in one test may ...
EPFL2024QuNex-An integrative platform for reproducible neuroimaging analytics
IntroductionNeuroimaging technology has experienced explosive growth and transformed the study of neural mechanisms across health and disease. However, given the diversity of sophisticated tools for handling neuroimaging data, the field faces challenges in ...
FRONTIERS MEDIA SA2023Visual question answering from another perspective: CLEVR mental rotation tests *
Different types of mental rotation tests have been used extensively in psychology to understand human visual reasoning and perception. Understanding what an object or visual scene would look like from another viewpoint is a challenging problem that is made ...
ELSEVIER SCI LTD2023Les Cahiers de l'Ibois 3 / Ibois Notebook 3
Petras Vestartas, Sandra Vuilleumier
Before the twentieth century and concrete modernity, it was stone that embodied the “well built”. Could sustainable wood one day replace concrete as the archetypal material? Will it find a place on the scale of values that gives archi- tecture its referenc ...
EPFL PRESS2022PEACE: A Model of Key Social and EmotionalQualities of Conversational Chatbots
Pearl Pu Faltings, Ekaterina Svikhnushina
Open-domain chatbots engage with users in natural conversations to socialize and establish bonds. However, designing and developing an effective open-domain chatbot is challenging. It is unclear what qualities of a chatbot most correspond to users' expecta ...
ASSOC COMPUTING MACHINERY2022Towards Empathetic Open-Domain Chatbots
The research community of dialog generation has been interested in incorporating emotional information into the design of open-domain dialog systems ever since neural networks (sequence-to-sequence models in particular) were adopted for modeling dialogs. T ...
EPFL2022Temporal complexity of fMRI is reproducible and correlates with higher order cognition
Dimitri Nestor Alice Van De Ville, Amir Hossein Omidvarnia
It has been hypothesized that resting state networks (RSNs), extracted from resting state functional magnetic resonance imaging (rsfMRI), likely display unique temporal complexity fingerprints, quantified by their multiscale entropy patterns (McDonough and ...
2021Automated Design: A Journey Across Modelling, Optimization, and Education
Machine intelligence greatly impacts almost all domains of our societies. It is profoundly changing the field of mechanical engineering with new technical possibilities and processes. The education of future engineers also needs to adapt in terms of techni ...
EPFL2021Genèse et actualité d’une critique de la ville par les marges Enquêtes en terrains bruxellois sur les possibilités de différer dans la ville contemporaine
In this article, we address the persistence of urban critiques operated from the margins, that is, from what differs and struggles to find its place in the urban order. Those critiques, which historically emerged with urban struggles and artistic avant-gar ...
2020