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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

Geometry Interaction Knowledge Graph Embeddings AAAI 2022
Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction AAAI 2022
CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data CVPR 2022
Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social Text Classification NIPS 2022
Rethinking the compositionality of point clouds through regularization in the hyperbolic space NIPS 2022
Global Riemannian Acceleration in Hyperbolic and Spherical Spaces ALT 2022
Negative curvature obstructs acceleration for strongly geodesically convex optimization, even with exact first-order oracles COLT 2022
Generalization Error Bound for Hyperbolic Ordinal Embedding ICML 2021
HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections ICML 2021
APo-VAE: Text Generation in Hyperbolic Space NAACL 2021
Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) AAAI 2021
Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction EMNLP 2021
Polar Embedding CONLL 2021
Hyperbolic Busemann Learning with Ideal Prototypes NIPS 2021
Hyperbolic Procrustes Analysis Using Riemannian Geometry NIPS 2021
Learning the Predictability of the Future CVPR 2021
A Hyperbolic-to-Hyperbolic Graph Convolutional Network CVPR 2021
Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path AAAI 2021
[RETRACTED] DMix: Distance Constrained Interpolative Mixup EMNLP 2021
Polar Embedding EMNLP 2021
HypMix: Hyperbolic Interpolative Data Augmentation EMNLP 2021
Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs AAAI 2021
Neural Distance Embeddings for Biological Sequences NIPS 2021
Unsupervised Hyperbolic Metric Learning CVPR 2021
Representing Hyperbolic Space Accurately using Multi-Component Floats NIPS 2021