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Octavian Ganea
Octavian Ganea
MIT, CSAIL
Verified email at csail.mit.edu - Homepage
Title
Cited by
Cited by
Year
Hyperbolic Neural Networks
OE Ganea, G Bécigneul, T Hofmann
Full paper (spotlight) at NeurIPS'18: Conference on Neural Information …, 2018
3262018
Deep Joint Entity Disambiguation with Local Neural Attention
OE Ganea, T Hofmann
Full paper at EMNLP'17: Conference on Empirical Methods in Natural Language …, 2017
3072017
End-to-End Neural Entity Linking
N Kolitsas*, OE Ganea*, T Hofmann
Full paper at CoNLL'18: Conference on Computational Natural Language Learning, 2018
2152018
Poincaré GloVe: Hyperbolic Word Embeddings
A Tifrea*, G Bécigneul*, OE Ganea*
Full paper at ICLR'19: International Conference on Learning Representations, 2019
1842019
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings
OE Ganea, G Bécigneul, T Hofmann
Full paper at ICML'18: International Conference on Machine Learning, 2018
1842018
Probabilistic Bag-of-Hyperlinks Model for Entity Linking
OE Ganea, M Ganea, A Lucchi, C Eickhoff, T Hofmann
Full paper at WWW'16: International Conference on World Wide Web, 927-938, 2016
1432016
Riemannian Adaptive Optimization Methods
G Bécigneul, OE Ganea
Full paper at ICLR'19: International Conference on Learning Representations, 2019
1412019
Mixed-curvature Variational Autoencoders
O Skopek, OE Ganea, G Bécigneul
Full paper at ICLR'20: International Conference on Learning Representations, 2020
562020
Constant Curvature Graph Convolutional Networks
G Bachmann, G Bécigneul, OE Ganea
Full paper at ICML'20: International Conference on Machine Learning, 2020
532020
GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles
OE Ganea, L Pattanaik, C Coley, R Barzilay, K Jensen, W Green, ...
Full paper (spotlight) at NeurIPS'21: Conference on Neural Information …, 2021
352021
Web2Text: Deep Structured Boilerplate Removal
T Vogels, OE Ganea, C Eickhoff
Full paper at ECIR'18: European Conference on Information Retrieval, 2018
352018
Neural Multi-Step Reasoning for Question Answering on Semi-Structured Tables
T Haug, OE Ganea, P Grnarova
ECIR'18: European Conference on Information Retrieval, 2018
322018
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking
OE Ganea, X Huang, C Bunne, Y Bian, R Barzilay, T Jaakkola, A Krause
Full paper (spotlight) at ICLR'22: International Conference on Learning …, 2021
302021
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction
H Stärk*, OE Ganea*, L Pattanaik, R Barzilay, T Jaakkola
Full paper at ICML'22: International Conference on Machine Learning, 2022
292022
Crystal Diffusion Variational Autoencoder for Periodic Material Generation
T Xie*, X Fu*, OE Ganea*, R Barzilay, T Jaakkola
Full paper at ICLR'22: International Conference on Learning Representations, 2021
242021
Hierarchical Image Classification using Entailment Cone Embeddings
A Dhall, A Makarova, OE Ganea, D Pavllo, M Greeff, A Krause
Intl. Workshop on Differential Geometry in Computer Vision and Machine …, 2020
222020
Computationally Tractable Riemannian Manifolds for Graph Embeddings
C Cruceru, G Bécigneul, OE Ganea
Full paper at AAAI'21: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
182021
Message Passing Networks for Molecules with Tetrahedral Chirality
L Pattanaik, OE Ganea, I Coley, K Jensen, W Green, C Coley
NeurIPS'20 Machine Learning for Molecules Workshop, 2020
172020
Optimal Transport Graph Neural Networks
B Chen*, G Bécigneul*, OE Ganea*, R Barzilay, T Jaakkola
https://arxiv.org/pdf/2006.04804.pdf, 2020
172020
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities
OE Ganea, S Gelly, G Bécigneul, A Severyn
Full paper at ICML'19: International Conference on Machine Learning, 2019
142019
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Articles 1–20