# Introduction

Starting from an introduction to deep neural networks, to the basic concepts behind transformers, CLIP and diffusion models, we will explore the foundations, basic possibilities, current limitations, and the future of a new generation of AI tools able to boost our writing, designing, modeling and other till now only human skills. Examples using cutting-edge tools will be explored.

## Who we are

Dr. Jordi Linares-Pellicer (<jlinares@dsic.upv.es>)

Juan Jesús Izquierdo-Doménech (<juaizdom@upv.es>)

Isabel Ferri-Mollá (<isfermol@epsa.upv.es>)

![](https://4092288392-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FY8AeUFC5KYkaUv3lbFhX%2Fuploads%2FckhWHMzKFaCNM3XSp8hq%2Fimage.png?alt=media\&token=d0d7f29a-7e0c-4184-a8f1-b3ddfc61a96c)       ![](https://4092288392-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FY8AeUFC5KYkaUv3lbFhX%2Fuploads%2FSTI3BcWLZ8P4oNYl2g7x%2Fimage.png?alt=media\&token=cf6a24a9-7851-4d9b-8551-71d61fca29ec)

### Official web

[http://vertexlit.com](http://vertexlit.com/)

### Objectives

Research and development of Human-Computer Interaction and the application of AI to improve the interaction of people with the environment and devices.

Main fields:

* Interactive systems, multimodal interaction
* AI solutions for interactive systems (deep learning, vision, perception)
* Games, serious games
* Virtual and Augmented Reality (XR) and AI
* Human-Centered AI
* Chatbots and voice assistants

![](https://4092288392-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FY8AeUFC5KYkaUv3lbFhX%2Fuploads%2FwC28JsP2W94oTOTKbJax%2Fimage.png?alt=media\&token=1f51fcdc-affe-4411-aa56-337b6c41ce94)

[Valencian Research Institute for Artificial Intelligence (VRAIN)](http://www.vrain.upv.es)  - Universitat Politècnica de València is composed of researchers belonging to 7 research groups:&#x20;

* Language Engineering and Pattern Recognition (ELiRF)
* Automata, Formal Languages and its Applications (ALFA)
* Extensions of Logic Programming (ELP)
* Machine Learning and Language Processing (MLLP)
* Computer Technology and Artificial Intelligence (GTIIA) and Multiparadigm Software Technology (MIST)
* [Interactive Technologies Lab (VertexLit)](http://vertexlit.com)
* Research Center on Software Production Methods (PROS)


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