CMMC CVPR21 Workshop

sculpture television buddha (after Something Pacific) by Robert Twomey

I am co-organizing a workshop on Computational Measurements of Machine Creativity (CMMC) for CVPR21.

Bridging the Gap between Subjective and Computational Measurements of Machine Creativity

While the methods for producing machine creativity have significantly improved, the discussion on a scientific consensus on measuring the creative abilities of machines has only begun. As Artificial Intelligence becomes capable of solving more abstract and advanced problems (e.g., image synthesis, cross-modal translations), how do we measure the creative performance of a machine? In the world of visual art, subjective evaluations of creativity have been discussed at length. In the CVPR community, by comparison, evaluating a creative method has not been as systematized. Our goal in this workshop is to discuss current methods for measuring creativity both from experts in creative artificial intelligence as well as artists. We do not wish to narrow the gap between how humans evaluate creativity and how machines do, instead we wish to understand the differences and create links between the two such that our machine creativity methods improve.

June 20, 2021, 11:00am – 2:30pm EDT | http://cmmc-cvpr21.com/

UChicago Text to Image Workshop

digital-media-flyer-machine-imagination.jpg

I gave a workshop with faculty and graduate students from the University of Chicago Digital Media Workshop and Poetry & Poetics Workshop on Machine Imagination: Text to Image Generation with Neural Networks.

Description: With recent advancements in machine learning techniques, researchers have demonstrated remarkable achievements in image synthesis (BigGAN, StyleGAN), textual understanding (GPT-3), and other areas of text and image manipulation. This hands-on workshop introduces state-of-the-art techniques for text-to-image translation, where textual prompts are used to guide the generation of visual imagery. Participants will gain experience with Open AI’s CLIP network and Google’s BigGAN, using free Google Colab notebooks which they can apply to their own work after the event. We will discuss other relationships between text and image in art and literature; consider the strengths and limitations of these new techniques; and relate these computational processes to human language, perception, and visual expression and imagination. Please bring a text you would like to experiment with!

Workshop link here: https://github.com/roberttwomey/machine-imagination-workshop

SIGGRAPH SPARKS – Robotics, Electronics, AI

I spoke at the April 30, ACM SIGGRAPH Digital Arts Community SPARKS event on Robotics, Electronics, AI, moderated by Hye Yeon Nam and Jan Searleman.

My talk, From Experimental Human Computer Interaction to Machine Cohabitation: New Directions in Art, Technology, and Intimate Life, explored human-computer cohabitation:

How do we prepare for a future living, working, and learning with machines? What new possibilities arise from the advent of always-on intelligent assistants, affordable co-robotic platforms, and ubiquitous AI? Now that we have invited the machines into our homes, our workplaces, our intimate everyday, how can we reimagine the terms of our human-computer interactions?

Through the presentation of a series of experimental arts projects, this talk addresses our machine cohabitant future. I will show key previous works building affective surrogates, developing inhabitable smart spaces, and situating machine observers with varying degrees of agency within shared environments. These projects lead to the discussion of my current work building embodied interfaces and staging experimental Human-Robot Interactions. I will raise critical concerns with language and communication, embodied intelligence, and the dynamics of model-limited experience within these contexts.

April 30, 2021 | https://dac.siggraph.org/robotics-electronics-ai/