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hyperbolic embedding

100 papers

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Co-occurring keywords

representation learning (6206) hyperbolic space (147) hierarchical structure (220) graph neural network (3962) link prediction (624) metric learning (1190) knowledge graph (1837) graph embedding (349) contrastive learning (4032) hierarchical representation (190)

Papers

Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction AAAI 2022
Contrastive Multi-view Hyperbolic Hierarchical Clustering IJCAI 2022
Hyperbolic Relevance Matching for Neural Keyphrase Extraction NAACL 2022
Neural Networks in a Product of Hyperbolic Spaces NAACL 2022
CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data CVPR 2022
Hyperbolic Embedding Inference for Structured Multi-Label Prediction NIPS 2022
Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings NIPS 2022
Rethinking the compositionality of point clouds through regularization in the hyperbolic space NIPS 2022
A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space EMNLP 2022
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding NIPS 2022
CIAug: Equipping Interpolative Augmentation with Curriculum Learning NAACL 2022
Kernel Methods in Hyperbolic Spaces ICCV 2021
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification EACL 2021
Overlapping Spaces for Compact Graph Representations NIPS 2021
Capacity and Bias of Learned Geometric Embeddings for Directed Graphs NIPS 2021
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones NIPS 2021
Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path AAAI 2021
Representing Hyperbolic Space Accurately using Multi-Component Floats NIPS 2021
Knowledge-Enhanced Top-K Recommendation in Poincaré Ball AAAI 2021
Hyperbolic graph embedding with enhanced semi-implicit variational inference. AISTATS 2021
Polar Embedding EMNLP 2021
Ultrahyperbolic Neural Networks NIPS 2021
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations NIPS 2021
Neural Natural Logic Inference for Interpretable Question Answering EMNLP 2021
Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph EMNLP 2021