[New! Artificio's First Research Paper!] "Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4". Under Review at NeurIPS 2022.
Willliam Berrios ๐ต๐ช & Arturo Deza ๐ต๐ช
The following list of Research Papers below are a sub-set of papers from members of Artificio that were performed at their respective research institutions, and allow for a glimpse of the new line of Developing Technologies that we are pursuing under stealth.
[NEW] "High-performance Evolutionary Algorithms for Online Neuron Control". The Genetic and Evolutionary Computation Conference (GECCO) 2022.
Binxu Wang ๐จ๐ณ & Carlos Ponce ๐ฒ๐ฝ
Nominated for Best Paper Award at GECCO 2022!
Colin Conwell ๐บ๐ธ & Tomer Ullman ๐ฎ๐ฑ
Featured in the News!
[NEW] "Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4". Brain-Score Workshop @ Cosyne 2022.
Willliam Berrios ๐ต๐ช & Arturo Deza ๐ต๐ช
Broke World Record of Models of Human Visual Cortex Area V4!
"Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks". ICLR 2022 (Awarded a Spotlight [Top 1%]).
Anne Harrington ๐บ๐ธ & Arturo Deza ๐ต๐ช
Media Coverage: MIT News & a16z's Future
"Computational models of category-selective brain regions enable high-throughput tests of selectivity. Nature Communications 2021.
Ratan Murty ๐ฎ๐ณ , Pouya Bashivan ๐ฎ๐ท , Alex Abate ๐บ๐ธ , Jim DiCarlo ๐บ๐ธ & Nancy Kanwisher ๐บ๐ธ
"Evaluating the Adversarial Robustness of a Foveated Texture Transform Module in a CNN". SVRHM Workshop @ NeurIPS 2021.
Jonathan Gant ๐บ๐ธ , Andrzej Banburski ๐ต๐ฑ & Arturo Deza ๐ต๐ช
Media Coverage: Quanta News Article
"On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation". SVRHM Workshop @ NeurIPS 2021.
Binxu Wang ๐จ๐ณ , David Mayo ๐บ๐ธ , Arturo Deza ๐ต๐ช , Andrei Barbu ๐จ๐ฆ & Colin Conwell ๐บ๐ธ