Register for the SAGES Critical View of Safety Challenge (CVS) virtual summit to learn more about surgical artificial intelligence, video and image annotation, data challenges in general, and the CVS Challenge! ow.ly/ieUK50N2kYi

Early Access Paper Just Posted: Concept Graph Neural Networks for Surgical Video Understanding. Read the paper: ieeexplore.ieee.org/document/10195…

IEEE-TMI ConceptNet integrates surgical knowledge graphs into surgical video analysis, enhancing automated understanding of complex surgical procedures through AI. Current applications include recognition of action triplets, the Parkland grading score estimation and the CVS in lapchole.

The self-driving cars in SF are amazing! 🚗🤖What if they could also *teach* us how to drive? Excited to be in Melbourne 🦘for #HRI2025 to present our paper “Shared Autonomy for Proximal Teaching”, where we study how to use shared autonomy to improve human skill learning! (1/4)

I have been a fan of Mark's work for a decade and in this work I finally had an opportunity to collaborate with him and his postdoc Sounak Banerjee! In this work I believe we are taking important steps towards bringing computational cognitive science to real-world naturalistic

happy to be a part of this work, on how to use IRL to infer and work with more general cognitive priors, nice paper bridging these domains by Mark Ho, Eugene Vinitsky 🦋, and team (thanks Sounak Banerjee, all!), spotlighted in #neurips2025!