Octavian-Eugen Ganea
8 papers · 2017–2022 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(7)
Deep Learning
(5)
Core Methods
(5)
Architectures
(3)
Interdisciplinary
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Models
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Applications
(1)
Core AI
(1)
Learning Types
(1)
Linguistics
(1)
Mathematics
(1)
Keywords
riemannian manifold
(3)
entity disambiguation
(2)
variational autoencoder
(2)
representation learning
(2)
optimal transport
(1)
entity linking
(1)
named entity recognition
(1)
joint inference
(1)
graph embedding
(1)
topic coherence
(1)
keypoint matching
(1)
regret bound
(1)
diffusion model
(1)
entity embedding
(1)
adaptive optimization
(1)
latent space
(1)
material generation
(1)
word embedding
(1)
sentence embedding
(1)
graph matching network
(1)
Papers
Crystal Diffusion Variational Autoencoder for Periodic Material Generation
ICLR 2022
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking
ICLR 2022
Computationally Tractable Riemannian Manifolds for Graph Embeddings
AAAI 2021
Mixed-curvature Variational Autoencoders
ICLR 2020
Riemannian Adaptive Optimization Methods
ICLR 2019
End-to-End Neural Entity Linking
CoNLL 2018
Learning and Evaluating Sparse Interpretable Sentence Embeddings
EMNLP 2018
Deep Joint Entity Disambiguation with Local Neural Attention
EMNLP 2017