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Related Concept Videos

Correspondence Bias01:17

Correspondence Bias

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Correspondence bias, also referred to as the fundamental attribution error, describes the tendency to attribute another person’s behavior to internal characteristics rather than situational influences. This cognitive bias leads individuals to overlook external factors that may be influencing actions, thereby fostering potentially inaccurate assessments of others’ intentions and dispositions.Empirical Evidence for Correspondence BiasResearch has consistently demonstrated the...
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Functionalism01:11

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William James, John Dewey, and Charles Sanders Peirce were instrumental in founding functional psychology, which draws heavily from Darwin's theory of evolution by natural selection. This theory suggests that individual traits, including behaviors, are adapted to their environments through natural selection. At the heart of functionalism is the concept of adaptation, meaning that a trait enhances an individual's chances of survival and reproduction.
James envisioned psychology's...
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Functional Classification of Joints01:09

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Functional Classification of Joints
The functional classification of joints is determined by the amount of mobility between the adjacent bones. Joints are functionally classified as a synarthrosis or immobile joint, an amphiarthrosis or slightly moveable joint, or as a diarthrosis, a freely moveable joint. Fibrous and cartilaginous joints can be functionally classified as either synarthroses  or amphiarthroses, whereas all synovial joints are classified as diarthroses.
Synarthrosis
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Functional Brain Systems: Reticular Formation01:13

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The reticular formation is a complex network of gray and white matter located within the brainstem extending from the medulla to the midbrain.
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Theory of Attribution I: Correspondent Inference Theory01:15

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Correspondent inference theory, proposed by Jones and Davis in 1965, seeks to explain how individuals infer stable personality traits from observed behaviors. It suggests that people attribute actions to underlying dispositions rather than external circumstances, particularly when the behavior appears intentional and socially significant.Voluntary Behavior and Dispositional AttributionAccording to this theory, individuals are more likely to attribute behavior to personal traits when it appears...
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Functional Groups02:45

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Modeling the Functional Network for Spatial Navigation in the Human Brain
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The Functional Correspondence Problem.

Zihang Lai1, Senthil Purushwalkam1, Abhinav Gupta1

  • 1Carnegie Mellon University.

Arxiv
|September 28, 2021
PubMed
Summary

This study introduces functional correspondences, enabling visual systems to find task-specific relationships between objects of different categories. This approach enhances generalization for few-shot classification and robotics tasks.

Area of Science:

  • Computer Vision
  • Robotics
  • Machine Learning

Background:

  • Visual correspondence is crucial for computer vision but typically limited to objects of the same instance or category.
  • Establishing correspondences between objects of entirely different categories (e.g., shoe and bottle) remains a significant challenge.
  • Human ability to generalize and infer functional affordances offers a new perspective on visual correspondence.

Conclusions:

  • Functional correspondences offer a powerful paradigm for visual understanding beyond semantic boundaries.
  • The developed methods and dataset facilitate research into cross-category generalization and task-specific visual representations.
  • This work encourages a shift towards learning representations that support functional reasoning for robotics and other AI tasks.

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