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hyperbolic space

147 papers

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Co-occurring keywords

representation learning (6206) hyperbolic embedding (100) hierarchical structure (220) graph neural network (3962) hierarchical representation (190) link prediction (624) contrastive learning (4032) hierarchical datum (20) metric learning (1190) knowledge graph embedding (300)

Papers

Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic NIPS 2021
Low-Dimensional Hyperbolic Knowledge Graph Embeddings ACL 2020
Neighborhood Growth Determines Geometric Priors for Relational Representation Learning AISTATS 2020
Learning Feature Interactions with Lorentzian Factorization Machine AAAI 2020
Hyperbolic Capsule Networks for Multi-Label Classification ACL 2020
Hyperbolic Visual Embedding Learning for Zero-Shot Recognition CVPR 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification EMNLP 2020
HyperText: Endowing FastText with Hyperbolic Geometry EMNLP 2020
Ultrahyperbolic Representation Learning NIPS 2020
Graph Geometry Interaction Learning NIPS 2020
Latent Variable Modelling with Hyperbolic Normalizing Flows ICML 2020
Differentiating through the Fréchet Mean ICML 2020
Unsupervised Hierarchy Matching with Optimal Transport over Hyperbolic Spaces AISTATS 2020
Hyperbolic Manifold Regression AISTATS 2020
Robust large-margin learning in hyperbolic space NIPS 2020
Hype-HAN: Hyperbolic Hierarchical Attention Network for Semantic Embedding IJCAI 2020
Hyperbolic Ordinal Embedding ACML 2019
Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders NIPS 2019
A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning ICML 2019
Large-Margin Classification in Hyperbolic Space AISTATS 2019
Hyperbolic Neural Networks NIPS 2018
Poincaré Embeddings for Learning Hierarchical Representations NIPS 2017