code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".
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Oct 3, 2023 - Python
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hyperbolic-geometry
Here are 32 public repositories matching this topic...
Embed arbitrary graphs in Hyperbolic space
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Jan 22, 2022 - Python
ICLR 2024 | Fully Hyperbolic Convolutional Neural Networks for Computer Vision | Official Implementation
computer-vision deep-learning pytorch convolutional-neural-networks hyperbolic-geometry fully-hyperbolic
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Feb 14, 2024 - Python
Poincaré Embedding
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Nov 21, 2017 - Python
Code for the paper "Fine-Grained Entity Typing in Hyperbolic Space"
nlp hierarchy hierarchical-data hyperbolic-distance hyperbolic-geometry hierarchical-models entity-typing graph-embeddings fine-grained-classification entity-types fine-grained-entity-typing figet hyperbolic-space
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Jan 15, 2020 - Python
Taxonomy refinement method to improve domain-specific taxonomy systems.
taxonomy word2vec word-embeddings embeddings wordnet semeval hyperbolic-geometry poincare-embeddings taxonomy-induction acl2019 hyperbolic-embeddings
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Jun 17, 2024 - Python
[NeurIPS 2022 Oral (Spotlight)] Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification
text-classification hyperbolic-geometry fourier-transform humor-detection sarcasm-detection politifact explainability co-attention hate-speech-detection fake-news-dataset hyperbolic-embeddings hgcn fake-news-detection neurips-2022 gossipcop poincare-ball
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Jan 16, 2025 - Python
Repository containing the official code for the paper Graph-based Modeling of Online Communities for Fake News Detection.
machine-learning natural-language-processing hyperbolic-geometry graph-neural-networks fake-news-detection relational-graphs
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Sep 25, 2020 - Python
GyroSPD: Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices
graphs pytorch knowledge-graph hyperbolic-geometry spd graph-embeddings geometric-deep-learning gyrocalculus
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Nov 8, 2021 - Python
draw the Wythoff construction of uniform tilings in hyperbolic plane
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Jul 22, 2022 - Python
K-Means algorithm in the Poincare Disk Model
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Nov 12, 2018 - Python
Experiments and content for the "Accelerating hyperbolic t-SNE" paper.
machine-learning machine-learning-algorithms data-visualization data-structures dimensionality-reduction hyperbolic-geometry
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Aug 29, 2024 - Python
Reference implementation of the HEAT algorithm described in https://link.springer.com/chapter/10.1007/978-3-030-62362-3_4
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Mar 24, 2023 - Python
Variational Autoencoder with non-euclidean (hyperbolic) latent space
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Nov 25, 2022 - Python
A Python tool to visualize geometric shapes in the native representation of hyperbolic space.
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Nov 14, 2019 - Python
Official implementation of Highly Scalable and Provably Accurate Classification in Poincaré Balls (ICDM regular paper 2021)
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Jun 4, 2023 - Python
Python stuff for drawing 3D hyperbolic polyhedra.
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May 12, 2023 - Python
[EMNLP'21 Findings] HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning
pytorch information-extraction hyperbolic-geometry graph-neural-networks hyperbolic-embeddings taxonomy-expansion dgl-graph
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Nov 7, 2022 - Python
dm-haiku implementation of hyperbolic neural networks
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Jan 29, 2023 - Python
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