Human-Machine Perceptually Aligned Models

Co-Founders William Berrios & Arturo Deza recently developed a Machine Vision model that allows for human-like interpolations between images achieving 3rd in the Brain-Score Competition.

Computational Aesthetics & Perceptual Optimization

Recent work pioneered by Co-Founder Colin Conwell has developed a system that can provide an aesthetic/beauty score of any image via modern Transfomer-based models.

Brain-Driven Image Synthesis

Co-Founder Binxu Wang's groundbreaking neuroscience research, in which he optimized visual stimuli by maximally activating neurons from monkeys, assisted in the creation of an interactive art project in collaboration with Sam Price.

Out of Distribution Testing of Driving Systems in South America (Peru)

The AV team is currently working on testing multiple object detectors and classifiers on an out-of-distribution dataset collected in Peru.

Out of Distribution Autonomous Vehicle Dataset (Peru)

Over the last couple of months, the AV team has collected high quality videos of driving in different cities in the Peru, and is planning on expanding into many other cities in the continent.