hyperbolic-embeddings

There are 2 repositories under hyperbolic-embeddings topic.

cvlab-columbia / hyperfuture
Code for the paper Learning the Predictability of the Future (CVPR 2021)
hyperbolic-embeddings self-supervised-learning uncertainty-modeling video-representation-learning future-predi
Language:Python 165
drewwilimitis / hyperbolic-learning
Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)
hyperbolic-embeddings hyperbolic-geometry kmeans-clustering multidimensional-scaling python
Language:Jupyter Notebook 129
MinaGhadimiAtigh / HyperbolicImageSegmentation
Hyperbolic Image Segmentation, CVPR 2022
segmentation image-segmentation semantic-segmentation cvpr2022 hyperbolic-space hyperbolic-embeddings
Language:Python 84
MinaGhadimiAtigh / hyperbolic_representation_learning
The repository for Hyperbolic Representation Learning for Computer Vision, ECCV 2022
computer-vision eccv2022 hyperbolic-embeddings tutorial
Language:Jupyter Notebook 63
FranxYao / PoincareProbe
Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces
bert bert-model bert-embeddings pretrained-language-model probing probing-tasks bertology hyperbolic-geometry hyperbolic-embeddings hyperbolic
Language:Jupyter Notebook 58
nju-websoft / HyperKA
Knowledge Association with Hyperbolic Knowledge Graph Embeddings, EMNLP 2020
knowledge-graph hyperbolic-embeddings knowledge-association entity-alignment type-inference
Language:Python 41
zealscott / HAKG
Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.
knowledge-graph recommendation hyperbolic-embeddings heterogeneous-graph sigir2022 graph-neural-networks recommender-system
Language:Python 29
uhh-lt / Taxonomy_Refinement_Embeddings
Taxonomy refinement method to improve domain-specific taxonomy systems.
taxonomy poincare-embeddings hyperbolic-geometry hyperbolic-embeddings wordnet taxonomy-induction semeval word-embeddings embeddings word2vec acl2019
Language:Python 28
LCS2-IIITD / Hyphen
[NeurIPS 2022 Oral (Spotlight)] Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification
fake-news-detection fourier-transform hate-speech-detection hyperbolic-geometry text-classification explainability co-attention fake-news-dataset hgcn hyperbolic-embeddings poincare-ball gossipcop humor-detection politifact sarcasm-detection neurips-2022
Language:Python 27
diegovalsesia / HyCoRe
Code for "Rethinking the compositionality of point clouds through regularization in the hyperbolic space" (NeurIPS 2022)
hyperbolic-embeddings modelnet40 point-cloud point-cloud-classification scanobjectnn
Language:Python 26
AnoushkaVyas / GraphZoo
Facilitating learning, using, and designing graph processing pipelines/models systematically.
graph-neural-networks graph-convolutional-networks deep-learning neural-network network-embedding open-source pytorch-implementation pythonlib hyperbolic-geometry hyperbolic-embeddings
Language:Jupyter Notebook 24
MinaGhadimiAtigh / Hyperbolic-Busemann-Learning
Hyperbolic Busemann Learning with Ideal Prototypes, NeurIPS2021
machine-learning deep-learning hyperbolic-embeddings neurips-2021 hyperbolic-space poincare-embeddings prototype-learning
Language:Python 24
rsonthal / TreeRep
Learning Tree structures and Tree metrics
hyperbolic-embeddings metric-learning tree-structure hyperbolic-geometry tree
Language:Jupyter Notebook 23
soumyac1999 / hyperbolic-label-emb-for-hmc
Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)
hierarchical-classification hyperbolic-embeddings hyperbolic-label-embeddings multilabel-classification
Language:Python 23
ankitdhall / learning_embeddings
Code for CVPR-W 2020 paper "Hierarchical Image Classification using Entailment Cone Embeddings" https://arxiv.org/abs/2004.03459
cvpr-2020 image-classification representation-learning hyperbolic-embeddings non-euclidean-geometry fine-grained-classification
Language:Python 21
IngInx747 / hyperbolic-ricci-flow
Conformal Geometry Stonybrook 2020 final project
ricci-flow hyperbolic-embeddings hyperbolic-tessellations hyperbolic-geometry hyperbolic-ricci-flow conformal-geometry canonical-fundamental-domain
Language:C++ 18
TejasAnvekar / GPr-Net
few-shot-classifcation hyperbolic-embeddings modelnet40 point-cloud
Language:Python 18
NoviceStone / HyperMiner
Improved Embedded Topic Models in Hyperbolic Space
hyperbolic-embeddings knowledge-guided-machine-learning topic-modeling
Language:Python 16
GDam90 / hyp2nav
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.
hyperbolic-embeddings navigation reinforcement-learning
Language:Python 11
marlin-codes / HRCF
PyTorch Implementation for "HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization(WWW2022)"
hyperbolic-embeddings recommender-systems collaborative-filtering graph-neural-networks
Language:Python 9
marlin-codes / HICF
PyTorch Implementation for "Hyperbolic Informative Collaborative Filtering(KDD2022)"
collaborative-filtering graph-neural-networks hyperbolic-embeddings
Language:Python 7
ttgump / scDHMap
Model-based deep hyperbolic manifold learning for visualizing complex hierarchical structures in single-cell genomics data
deep-learning hyperbolic-embeddings single-cell dimensionality-reduction manifold-learning visualization
Language:Jupyter Notebook 7
PlusLabNLP / HyperExpan
[EMNLP'21 Findings] HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning
graph-neural-networks hyperbolic-embeddings hyperbolic-geometry information-extraction pytorch taxonomy-expansion dgl-graph
Language:Python 6
BOUALILILila / hybridseq2seq
Hyperbolic geometry for representing structural information to improve the systematic generalization of sequence-to-sequence models
hyperbolic-embeddings nlp transformer-architecture
Language:Python 3
himashi92 / Co-Manifold
Official PyTorch implementation for Co-Manifold Learning for Semi-supervised Medical Image Segmentation
brats-dataset co-training deep-learning euclidean hyperbolic-embeddings hyperbolic-geometry left-atrium medical-image-segmentation msd pytorch pytorch-implementation semi-supervised-learning
Language:Python 3
dmivilensky / Cayley-non-flat-embeddings
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.
cayley-graphs hyperbolic-embeddings metric-learning pytorch
Language:Python 2
mattiaforc / GDL
Geometric Deep Learning bachelor thesis project and notes
geometric-deep-learning graph-theory gcn gnn notes hyperbolic-embeddings
Language:Jupyter Notebook 2
GuansongPang / jointgmc
Learning joint Euclidean and hyperbolic graph representations. Codes for "Joint hyperbolic and Euclidean geometry contrastive graph neural networks" published in Information Sciences
contrastive-learning graph-representation-learning hyperbolic-embeddings hyperbolic-geometry
Language:Python 1
meiji163 / treerep
C++ implementation of TreeRep algorithm from Sonathalia & Gilbert "Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding"
hyperbolic-embeddings tree geometric-deep-learning
Language:C++ 1
networkgeometry / FiD-Mercator
Feature-aware ultra-low dimensional reduction of real networks
complex-networks hyperbolic-embeddings hyperbolic-geometry network-embedding
Language:Jupyter Notebook 1
neuro-symbolic-ai / multi_relational_hyperbolic_word_embeddings
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions
eacl-2024 hyperbolic-embeddings multi-relational nlp poincare-embeddings word-embeddings
Language:Python 1
RandolphVI / HyperNet
About utilizing Hyperbolic space on NLP tasks.
hyperbolic-embeddings hyperbolic-geometry python3 pytorch nlp
Language:Python 1
eladlavi29 / EMD-HDD
Python implementation of EMD-HDD, a hierarchical embedding and distance recovery method using earth movers' distance, hyperbolic geometry diffusion geometry designed for hyperspectral imaging.
hyperbolic-embeddings diffusion-distance earth-movers-distance hyperspectral-image-classification hyperspectral-imaging manifold-learning
Language:Python
subhaskghosh / hyperbolic_gar
Byzantine robust distributed stochastic gradient descent
byzantine byzantine-fault-tolerance federated-learning hyperbolic-embeddings stochastic-gradient-descent
Language:Python
thupchnsky / sc_mvae
Mixed-curv VAE with new functionalities
hyperbolic-embeddings hyperbolic-geometry mixed-curvature-embeddings
Language:Python
tky823 / hyperaudioset
Hyperbolic embedding using AudioSet ontology.
audioset hyperbolic-embeddings poincare-embeddings
Language:Python

hyperbolic-embeddings

cvlab-columbia / hyperfuture

drewwilimitis / hyperbolic-learning

MinaGhadimiAtigh / HyperbolicImageSegmentation

MinaGhadimiAtigh / hyperbolic_representation_learning

FranxYao / PoincareProbe

nju-websoft / HyperKA

zealscott / HAKG

uhh-lt / Taxonomy_Refinement_Embeddings

LCS2-IIITD / Hyphen

diegovalsesia / HyCoRe

AnoushkaVyas / GraphZoo

MinaGhadimiAtigh / Hyperbolic-Busemann-Learning

rsonthal / TreeRep

soumyac1999 / hyperbolic-label-emb-for-hmc

ankitdhall / learning_embeddings

IngInx747 / hyperbolic-ricci-flow

TejasAnvekar / GPr-Net

NoviceStone / HyperMiner

GDam90 / hyp2nav

marlin-codes / HRCF

marlin-codes / HICF

ttgump / scDHMap

PlusLabNLP / HyperExpan

BOUALILILila / hybridseq2seq

himashi92 / Co-Manifold

dmivilensky / Cayley-non-flat-embeddings

mattiaforc / GDL

GuansongPang / jointgmc

meiji163 / treerep

networkgeometry / FiD-Mercator

neuro-symbolic-ai / multi_relational_hyperbolic_word_embeddings

RandolphVI / HyperNet

eladlavi29 / EMD-HDD

subhaskghosh / hyperbolic_gar

thupchnsky / sc_mvae

tky823 / hyperaudioset