Abstract visual reasoning based on algebraic methods
Jan 28, 2025 · Abstract visual reasoning involves identifying abstract patterns embedded within composite images, considered a core competency of machine intelligence.
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges Through Abstract …
Mar 20, 2024 · PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns Yew Ken Chia 1, 2 †, Vernon Toh Yan Han 1, Deepanway Ghosal 1, Lidong …
Visual Pattern - an overview | ScienceDirect Topics
Abstract Learning visual patterns is a key and fundamental building block for visual perception towards machine intelligence. By definition, a visual pattern is a discernable visual regularity in the world, …
Seven-month-old infants detect symmetrical structures in multi …
May 11, 2022 · The present study investigated 7-month-old infants' ability to perceive structural symmetry in mosaic-like abstract visual patterns. We examined infants' (n = 98) spontaneous looking …
Perceptual similarity of visual patterns predicts dynamic neural ...
May 15, 2016 · Perceptual similarity proved to be a near-optimal model for predicting the neural similarity between abstract visual patterns. For comparison we tested additional models of low-level …
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language ...
Mar 20, 2024 · As recognizing patterns and abstracting concepts are key to general intelligence, we introduce PuzzleVQA, a collection of puzzles based on abstract patterns. With this dataset, we …
Homogeneity of Memory Errors in Abstract Visual Pattern Recall
Abstract In memory tests, recalled information can be distorted by errors in memory and these distortions can be more memorable than the original stimuli to a later learner. This is typically …
Artificial Grammar Learning Capabilities in an Abstract Visual Task ...
Jul 24, 2018 · Here, we explored human pattern-processing capabilities in the visual domain by generating abstract visual sequences made up of abstract tiles differing in form and color. We …
MARVEL: Multidimensional Abstraction and Reasoning through Visual ...
Apr 24, 2024 · To fill this gap, we introduce MARVEL, a multi-dimensional abstract visual reasoning benchmark designed to evaluate MLLMs across different patterns, input shapes, and task …
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language ...
Yew Ken Chia author Vernon Toh author Deepanway Ghosal author Lidong Bing author Soujanya Poria author 2024-08 text Lun-Wei Ku editor Andre Martins editor Vivek ...