The concept of semantic distance and its relation to surprise. Image transformers as a way to increase semantic distance

Lecture



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Lectures and tutorial on "machine art"

Terms: machine art

Dynamic model of the creative process. A brief overview of methods for generating novelty. Psychological and systemic directions in generating new concepts
Applications of artificial intelligence systems in technology, mathematics, chemistry, music, and art
Determining the value of a work of art. Surprise and aesthetics
Creating samples of visual art using AI methods
The three pillars method: a simple but effective technique for synthesizing new ideas in any field. History of the method, examples
Generating new photo compositions with the three pillars method. Selecting features. Replacing features with new ones through image transformers
The concept of semantic distance and its relation to surprise. Image transformers as a way to increase semantic distance
Structure of the knowledge base (KB) of an AI system for generating new photo plots
A generation matrix for creating modifications of a new idea, applied across widely different subjects
Trends in the perception of art. The role of predictive analytics
Creativity is the central element of human existence and
Enhanced creativity
Computer creativity
A selection of projects from the field of study of enhanced creativity, computer art and creative systems
Assisted creativity - the use of auxiliary (assisting) systems for creativity
Human creativity, enhanced, computer-assisted, and generative creativity