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Showing 1 to 17 of 17 for “"Visual Reasoning"”.
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A Pedagogical Multimodal System for Mathematical Problem-Solving and Visual Reasoning
Effective reasoning often requires more than text or language. It requires visualizing, drawing, gesturing, and interacting for both humans and artificial intelligence (AI). Specifically in educational subjects, such as geometry and graphs, visual tools like auxiliary annotations and drawings can …
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A Patch-as-Filter Method for Same-Different Problems with Few-Shot Learning
… tremendous advancements in recent years, but visual reasoning tasks are still a huge undertaking, particularly in few-shot learning cases. Little is known, especially in solving the Same-Different (SD) task, which is a type of visual reasoning task that requires seeking pattern repetitions in …
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Emergent patterns of task-specific neurons in deep neural networks
Visual cognition has long been the subject of curiosity within the realm of deep learning. While much research has gone into the development of neural network models that can at times outperform humans, the underlying principles behind truly understanding visual concepts remain elusive. Utilizing a …
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Association Between Cognition and Depression: A Cross-Sectional and Longitudinal Study of Individuals with Learning Disabilities.
… how three cognitive processing factors (verbal & visual reasoning, and attention/working memory) were associated with three depressive symptom factors (disturbances in mood, vegetative, and cognitive functioning). The data for SEM came from a large data set of children with learning disabilities …
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FlavorCharter: Development of a Framework for Quantifying and Visually Analyzing Flavor Perception
… sensory data collection and an interactive visualization environment for exploratory analysis. This integrated system bridges data acquisition and visual reasoning, enabling both large-scale collection and interpretability of flavor perception data. This approach has the potential to …
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Reasoning about objects under full occlusion
… intuitive physics-based approaches for robust visual reasoning.
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Exploiting multimodality and structure in world representations
… concern various aspects of such systems---visual reasoning, language representations, causal mechanisms, robustness to out-of-distribution inputs, to name only a few. In particular, multimodal learning and language grounding are vital to achieving a strong understanding of the real world. …
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Neuropsychological Outcome In Relation To Duration Of Early Orphanage Experience
… with duration for measures requiring visual-spatial skills were more mixed and a visual reasoning task was found to significantly relate to duration but not a measure of visual memory or a measure of nonverbal achievement. There was little evidence to support a relationship between the …
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A Comparative Analysis of Cognitive Differences Among Female Elite and Nonelite High School Field Hockey Players and High School Physical Education Class Nonathletes
… to compare mental aspects such as abstract visual reasoning, concentration, sport-confidence, psychological skills relevant to exceptional performance, and competitive anxiety. Analyses included multivariate analysis of variance for each cognitive category, one way univariate analysis of …
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An Exploration of Visual Sensations: The Use of Depth Perception to Create Pre-Architectural Forms
This exploration is one artist's view of visual reasoning through the study of depth perception. The experiment searched for pre-architectural forms through an investigation of geometric rectangular shapes and planar figures in anticipation of finding architectural volumes, that is, …
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The relationship between the Wechsler Adult Intelligence Scale - Revised and the Stanford-Binet Intelligence Scale: Fourth Edition in brain-damaged adults.
… and the WAIS-R Full Scale IQ; the SBIV Abstract/Visual Reasoning Area SAS and the WAIS-R Performance IQ; the SBIV Quantitative Reasoning Area SAS and the WAIS-R Verbal Scale IQ; the SBIV Verbal Reasoning Area SAS and the WAIS-R Verbal Scale IQ; the SBIV Short-Term Memory Area SAS and the WAIS-R …
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LLM-as-Judge for Reliable Crack Segmentation in Edge-Based Structural Inspection
… scenarios, especially in UAV-based inspection, visual conditions such as illumination variation, motion blur, low resolution, and occlusions can severely degrade segmentation performance. Moreover, the absence of ground-truth annotations during deployment makes conventional evaluation metrics, …
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A Neurosymbolic Approach to Abstraction and Reasoning
… developing an approach for the Abstraction and Reasoning Corpus (ARC), an artificial intelligence benchmark consisting of a set of few-shot visual reasoning tasks which measures the ability for an agent to solve tasks beyond those specified by the developer. We present two approaches that …
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Scene understanding with complete scenes and structured representations
… scene interpretation is useful for robotics and visual reasoning but difficult to produce due to the well-known challenge of segmenting objects, the high degree of occlusion, and the diversity of objects in indoor scenes. We take a data-driven approach, generating sets of potential object …
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Leveraging Multimodal Perspectives to Learn Common Sense for Vision and Language Tasks
Learning and reasoning with common sense is a challenging problem in Artificial Intelligence (AI). Humans have the remarkable ability to interpret images and text from different perspectives in multiple modalities, and to use large amounts of commonsense knowledge while performing visual or textual …
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Grounded Language Learning with Foundation Models
… I built in specialised domains where robust reasoning on fine-grained relational knowledge is essential. To this end, I put forward two challenging benchmarks: one on spatial reasoning which is a fundamental cornerstone for human cognition, and another on examining vision-language models' …
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Reasoning, scaling, generating with vision-language models
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2024-09-16 without embargo terms