Ganea, Octavian

7 publications

ICML 2022 EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction Hannes Stärk, Octavian Ganea, Lagnajit Pattanaik, Dr.Regina Barzilay, Tommi Jaakkola

NeurIPS 2021 GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles Octavian Ganea, Lagnajit Pattanaik, Connor Coley, Regina Barzilay, Klavs Jensen, William Green, Tommi Jaakkola

ICML 2020 Constant Curvature Graph Convolutional Networks Gregor Bachmann, Gary Becigneul, Octavian Ganea

CVPRW 2020 Hierarchical Image Classification Using Entailment Cone Embeddings Ankit Dhall, Anastasia Makarova, Octavian Ganea, Dario Pavllo, Michael Greeff, Andreas Krause

ICML 2019 Breaking the SoftMax Bottleneck via Learnable Monotonic Pointwise Non-Linearities Octavian Ganea, Sylvain Gelly, Gary Becigneul, Aliaksei Severyn

ICML 2018 Hyperbolic Entailment Cones for Learning Hierarchical Embeddings Octavian Ganea, Gary Becigneul, Thomas Hofmann

NeurIPS 2018 Hyperbolic Neural Networks Octavian Ganea, Gary Becigneul, Thomas Hofmann