Mariano Phielipp

Group SELFIES: a robust fragment-based molecular string representation

Austin H. Cheng, Andy Cai, Santiago Miret et al. · Digital Discovery · 2023 · 54 citations · Full text

Engineering, Machine Learning, Biometrics +16

Language-Conditioned Imitation Learning for Robot Manipulation Tasks

Simon Stepputtis, Joseph Campbell, Mariano Phielipp et al. · neural information processing systems · 2020 · 53 citations

Artificial Intelligence, Engineering, Machine Learning +18

Pretraining Graph Neural Networks for Few-Shot Analog Circuit Modeling and Design

Kourosh Hakhamaneshi, Marcel Nassar, Mariano Phielipp et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2022 · 45 citations

Artificial Intelligence, Geometric Learning, Engineering +16

Motion2Vec: Semi-Supervised Representation Learning from Surgical Videos

Ajay Kumar Tanwani, Pierre Sermanet, Andy Yan et al. · 2020 · 43 citations

Siamese Network, Geometric Learning, Engineering +18

Language-Conditioned Imitation Learning for Robot Manipulation Tasks

Simon Stepputtis, Joseph Campbell, Mariano Phielipp et al. · arXiv (Cornell University) · 2020 · 21 citations · Full text