Learning joint Euclidean and hyperbolic graph representations. Codes for "Joint hyperbolic and Euclidean geometry contrastive graph neural networks" published in Information Sciences
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Updated
Jan 27, 2022 - Python
Learning joint Euclidean and hyperbolic graph representations. Codes for "Joint hyperbolic and Euclidean geometry contrastive graph neural networks" published in Information Sciences
This is a repository to investigation how to generate music based in Hyperbolic Embeddings
Official PyTorch implementation for Co-Manifold Learning for Semi-supervised Medical Image Segmentation
PyTorch Implementation for "HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization(WWW2022)"
About utilizing Hyperbolic space on NLP tasks.
Let’s train various models to embed Cayley graphs to hyperbolic plane and then study, how much can we say about groups from these embeddings. At the same time, let’s study models generalization ability, by changing their hyperparameters.
Mixed-curv VAE with new functionalities
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions
PyTorch Implementation for "Hyperbolic Informative Collaborative Filtering(KDD2022)"
Code for "Rethinking the compositionality of point clouds through regularization in the hyperbolic space" (NeurIPS 2022)
[EMNLP'21 Findings] HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning
Taxonomy refinement method to improve domain-specific taxonomy systems.
[NeurIPS 2022 Oral (Spotlight)] Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification
Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.
Hyperbolic Busemann Learning with Ideal Prototypes, NeurIPS2021
Knowledge Association with Hyperbolic Knowledge Graph Embeddings, EMNLP 2020
Improved Embedded Topic Models in Hyperbolic Space
Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)
Code for CVPR-W 2020 paper "Hierarchical Image Classification using Entailment Cone Embeddings" https://arxiv.org/abs/2004.03459
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