no code implementations • 19 Oct 2023 • Atharva Sehgal, Arya Grayeli, Jennifer J. Sun, Swarat Chaudhuri
We introduce Cosmos, a framework for object-centric world modeling that is designed for compositional generalization (CompGen), i. e., high performance on unseen input scenes obtained through the composition of known visual "atoms."
no code implementations • 10 Oct 2022 • Jennifer J. Sun, Megan Tjandrasuwita, Atharva Sehgal, Armando Solar-Lezama, Swarat Chaudhuri, Yisong Yue, Omar Costilla-Reyes
Neurosymbolic Programming (NP) techniques have the potential to accelerate scientific discovery.
1 code implementation • 12 Jul 2019 • Adithya Murali, Atharva Sehgal, Paul Krogmeier, P. Madhusudan
We consider the problem of combining machine learning models to perform higher-level cognitive tasks with clear specifications.