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09/19/2023
A Cognitively-Inspired Neural Architecture for Visual Abstract Reasoning Using Contrastive Perceptual and Conceptual Processing
We introduce a new neural architecture for solving visual abstract reaso...
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05/30/2023
A Computational Account Of Self-Supervised Visual Learning From Egocentric Object Play
Research in child development has shown that embodied experience handlin...
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02/18/2023
An Approach for Solving Tasks on the Abstract Reasoning Corpus
The Abstract Reasoning Corpus (ARC) is an intelligence tests for measuri...
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02/08/2023
Deep Non-Monotonic Reasoning for Visual Abstract Reasoning Tasks
While achieving unmatched performance on many well-defined tasks, deep l...
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08/29/2022
Visual-Imagery-Based Analogical Construction in Geometric Matrix Reasoning Task
Raven's Progressive Matrices is a family of classical intelligence tests...
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01/20/2022
Automatic Item Generation of Figural Analogy Problems: A Review and Outlook
Figural analogy problems have long been a widely used format in human in...
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10/14/2021
The AI Triplet: Computational, Conceptual, and Mathematical Representations in AI Education
Expertise in AI requires integrating computational, conceptual, and math...
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04/14/2021
Do Time Constraints Re-Prioritize Attention to Shapes During Visual Photo Inspection?
People's visual experiences of the world are easy to carve up and examin...
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10/08/2020
Characterizing Datasets for Social Visual Question Answering, and the New TinySocial Dataset
Modern social intelligence includes the ability to watch videos and answ...
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09/30/2020
Creative Captioning: An AI Grand Challenge Based on the Dixit Board Game
We propose a new class of "grand challenge" AI problems that we call cre...
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02/08/2020
Variable-Viewpoint Representations for 3D Object Recognition
For the problem of 3D object recognition, researchers using deep learnin...
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12/03/2019
Learning Spatially Structured Image Transformations Using Planar Neural Networks
Learning image transformations is essential to the idea of mental simula...
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11/18/2019
Modeling Gestalt Visual Reasoning on the Raven's Progressive Matrices Intelligence Test Using Generative Image Inpainting Techniques
Psychologists recognize Raven's Progressive Matrices as a very effective...
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11/19/2018
Quantifying Human Behavior on the Block Design Test Through Automated Multi-Level Analysis of Overhead Video
The block design test is a standardized, widely used neuropsychological ...
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06/15/2018