Why are hyperbolic neural networks effective? A study on hierarchical
representation capability

Why are hyperbolic neural networks effective? A study on hierarchical representation capability

4 February 2024

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Papers citing "Why are hyperbolic neural networks effective? A study on hierarchical representation capability"

16 / 16 papers shown

Title
FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition Ola Ahmad Freddy Lecue 43 17 0 14 Mar 2022
Hyperbolic Graph Neural Networks: A Review of Methods and Applications Menglin Yang Min Zhou Zhihao Li Jiahong Liu Lujia Pan Hui Xiong Irwin King 57 55 0 28 Feb 2022
Dual Space Graph Contrastive Learning Haoran Yang Hongxu Chen Shirui Pan Lin Li Philip S. Yu Guandong Xu 76 52 0 19 Jan 2022
Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path Lili Wang Chongyang Gao Chenghan Huang Ruibo Liu Weicheng Ma Soroush Vosoughi 50 25 0 18 Jun 2021
Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs Li Sun Zhongbao Zhang Jiawei Zhang Feiyang Wang Hao Peng Sen Su Philip S. Yu BDL 84 74 0 06 Apr 2021
Hyperbolic Generative Adversarial Network Diego Lazcano Nicolás Fredes Franco Werner Creixell GAN 25 10 0 10 Feb 2021
HyperText: Endowing FastText with Hyperbolic Geometry Yudong Zhu Di Zhou Jinghui Xiao Xin Jiang Xiao Chen Qun Liu 46 42 0 30 Oct 2020
Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding Rishi Sonthalia A. Gilbert 57 51 0 08 May 2020
Low-Dimensional Hyperbolic Knowledge Graph Embeddings Ines Chami A. Wolf Da-Cheng Juan Frederic Sala Sujith Ravi Christopher Ré 58 395 0 01 May 2020
Hyperbolic Graph Convolutional Neural Networks Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 113 652 0 28 Oct 2019
Hyperbolic Graph Neural Networks Qi Liu Maximilian Nickel Douwe Kiela AI4CE GNN 75 381 0 28 Oct 2019
Hyperbolic Image Embeddings Valentin Khrulkov L. Mirvakhabova E. Ustinova Ivan Oseledets Victor Lempitsky 89 295 0 03 Apr 2019
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry Maximilian Nickel Douwe Kiela 58 463 0 09 Jun 2018
Hyperbolic Neural Networks O. Ganea Gary Bécigneul Thomas Hofmann 58 605 0 23 May 2018
Representation Tradeoffs for Hyperbolic Embeddings Christopher De Sa Albert Gu Christopher Ré Frederic Sala 222 413 0 10 Apr 2018
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 98 1,312 0 22 May 2017

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