We’re pioneering advancements in AI, machine learning, and creative technology.
Team members at TGITM conduct cutting-edge research in AI, machine learning, and creative technology, publishing in top journals, teaching at leading universities, and developing innovative tools and companies that shape future trends
Selected Research:
| 2011 | ||
| Clustering of Gaze During Dynamic Scene Viewing is Predicted by Motion | Journal Article | Read |
| Do low-level visual features have a causal influence on gaze during dynamic scene viewing? | Abstract | Read |
| 2012 | ||
| Corpus-based visual synthesis: an approach for artistic stylization | Symposium | Read |
| Mining Unlabeled Electronic Music Databases through 3D Interactive Visualization of Latent Component Relationships | Conference Proceedings | Read |
| Do the eyes really have it? Dynamic allocation of attention when viewing moving faces | Journal Article | Read |
| Introduction to openFrameworks | Workshop (Goldsmith’s) | View |
| 2013 | ||
| Attentional synchrony and the influence of viewing task on gaze behavior in static and dynamic scenes | Journal Article | Read |
| Workshops in Creative Coding – Mobile and Computer Vision | Course (Goldsmith’s) | View |
| Workshops in Creative Coding: Computer Vision | Workshop (Goldsmith’s) | View |
| 2014 | ||
| Audiovisual Scene Synthesis | Ph.D. Thesis | Read |
| Watching the world go by: Attentional prioritization of social motion during dynamic scene viewing | Journal Article | Read |
| Audiovisual Processing for iOS Devices | Workshop (V&A Museum) | View |
| 2015 | ||
| Audiovisual Resynthesis in an Augmented Reality | Conference Proceedings | Read |
| Audiovisual Interaction w/ Machine Learning | Course (CalArts) | View |
| 2016 | ||
| Creative Applications of Deep Learning | Online Course (Kadenze Academy) | View |
| Center for Experimental Media Art | Course (Srishti College) | View |
| 2017 | ||
| Time Domain Neural Audio Style Transfer | Conference Proceedings | Read |
| 2018 | ||
| Automatic Programming of VST Sound Synthesizers Using Deep Networks and Other Techniques | Journal Article | Read |
| The debate on screen time: An empirical case study in infant-directed video | Book Chapter | Read |
| 2019 | ||
| Write once run anywhere revisited: machine learning and audio tools in the browser with C++ and emscripten | Conference Proceedings | Read |
| Auracle: how are salient cues situated in audiovisual content? | Journal Article | Read |
| Cultural Appropriation with Machine Learning | Course (UCLA) | View |
| 2020 | ||
| Fast, interactive, AI-assisted 3D lung tumour segmentation | Poster Presentation | Read |
| 2021 | ||
| Improving non-small cell lung cancer segmentation on a challenging dataset | Poster Presentation | Read |
| 2023 | ||
| 3D Modeling and Motion | Course (UCLA) | View |
| Cultural Automation with Machine Learning | Course (UCLA) | View |