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
Geometric Deep Learning bachelor thesis project and notes
PyTorch Implementation for "HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization(WWW2022)"
About utilizing Hyperbolic space on NLP tasks.
This is a repository to investigation how to generate music based in Hyperbolic Embeddings
Feature-aware ultra-low dimensional reduction of real networks
C++ implementation of TreeRep algorithm from Sonathalia & Gilbert "Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding"
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
The official PyTorch implementation of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2024 paper Hyp²Nav: Hyperbolic Planning and Curiosity for Crowd Navigation.
PyTorch Implementation for "Hyperbolic Informative Collaborative Filtering(KDD2022)"
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions
Official PyTorch implementation for Co-Manifold Learning for Semi-supervised Medical Image Segmentation
Learning Tree structures and Tree metrics
[EMNLP'21 Findings] HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning
Taxonomy refinement method to improve domain-specific taxonomy systems.
Model-based deep hyperbolic manifold learning for visualizing complex hierarchical structures in single-cell genomics data
[NeurIPS 2022 Oral (Spotlight)] Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification
Code for "Rethinking the compositionality of point clouds through regularization in the hyperbolic space" (NeurIPS 2022)
Conformal Geometry Stonybrook 2020 final project
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