Embedding Text in Hyperbolic Spaces

12 June 2018

Bhuwan Dhingra

Christopher J. Shallue

Papers citing "Embedding Text in Hyperbolic Spaces"

35 / 35 papers shown

Title
Continual Hyperbolic Learning of Instances and Classes M. Ayoughi Mina Ghadimi Atigh Mohammad Mahdi Derakhshani Cees G. M. Snoek Pascal Mettes Paul T. Groth CLL 115 0 0 12 Jun 2025
Compositional Entailment Learning for Hyperbolic Vision-Language Models Avik Pal Max van Spengler Guido Maria DÁmely di Melendugno Alessandro Flaborea Fabio Galasso Pascal Mettes CoGe 91 10 0 09 Oct 2024
Hyperbolic Deep Learning in Computer Vision: A Survey Pascal Mettes Mina Ghadimi Atigh Martin Keller-Ressel Jeffrey Gu Serena Yeung 117 44 0 11 May 2023
Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation Xiaohan Li Yuqing Liu Zheng Liu Philip S. Yu 73 9 0 10 Jan 2023
Hierarchical Explanations for Video Action Recognition Sadaf Gulshad Teng Long Nanne van Noord FAtt 81 6 0 01 Jan 2023
Hyperbolic Hierarchical Contrastive Hashing Rukai Wei Yu Liu Jingkuan Song Yanzhao Xie Ke Zhou 93 12 0 17 Dec 2022
The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image Generation Ling Li Yi Zhang Shuhui Wang 59 18 0 22 Nov 2022
Hyperbolic Centroid Calculations for Text Classification Aydın Gerek Cuneyt Ferahlar Bilge cSipal Sert Mehmet Can Yuney Onur Tacsdemir Zeynep Billur Kalafat Mert Kelkit M. Ganiz 41 0 0 08 Nov 2022
Small Transformers Compute Universal Metric Embeddings Anastasis Kratsios Valentin Debarnot Ivan Dokmanić 126 11 0 14 Sep 2022
Curved Geometric Networks for Visual Anomaly Recognition Jie Hong Pengfei Fang Weihao Li Junlin Han L. Petersson Mehrtash Harandi 71 10 0 02 Aug 2022
Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models Ramit Sawhney Shivam Agarwal Vivek Mittal Paolo Rosso Vikram Nanda Sudheer Chava AIFin 56 21 0 11 May 2022
You Are What You Write: Preserving Privacy in the Era of Large Language Models Richard Plant V. Giuffrida Dimitra Gkatzia PILM 89 19 0 20 Apr 2022
Text Transformations in Contrastive Self-Supervised Learning: A Review Amrita Bhattacharjee Mansooreh Karami Huan Liu SSL 108 23 0 22 Mar 2022
Moving Other Way: Exploring Word Mover Distance Extensions Ilya Smirnov Ivan P. Yamshchikov 64 1 0 07 Feb 2022
Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal Health Event Prediction Chang Lu Chandan K. Reddy Yue Ning 62 31 0 09 Jun 2021
Pseudo-Riemannian Graph Convolutional Networks Bo Xiong Shichao Zhu Nico Potyka Shirui Pan Chuan Zhou Steffen Staab GNN 96 28 0 06 Jun 2021
Where are we in embedding spaces? A Comprehensive Analysis on Network Embedding Approaches for Recommender Systems Sixiao Zhang Hongxu Chen Xiao Ming Li-zhen Cui Hongzhi Yin Guandong Xu 71 40 0 19 May 2021
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification F. López Michael Strube 69 32 0 05 Oct 2020
Hyperbolic Distance Matrices Puoya Tabaghi Ivan Dokmanić 54 29 0 18 May 2020
Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding Rishi Sonthalia A. Gilbert 73 51 0 08 May 2020
Hyperbolic Graph Attention Network Yiding Zhang Tianlin Li Xunqiang Jiang C. Shi Yanfang Ye GNN 88 133 0 06 Dec 2019
Mixed-curvature Variational Autoencoders Ondrej Skopek O. Ganea Gary Bécigneul CML DRL BDL 76 102 0 19 Nov 2019
Spherical Text Embedding Yu Meng Jiaxin Huang Guangyuan Wang Chao Zhang Honglei Zhuang Lance M. Kaplan Jiawei Han RALM 52 118 0 04 Nov 2019
Hyperbolic Graph Convolutional Neural Networks Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 115 653 0 28 Oct 2019
Discriminative Topic Mining via Category-Name Guided Text Embedding Yu Meng Jiaxin Huang Guangyuan Wang Zihan Wang Chao Zhang Yu Zhang Jiawei Han 73 75 0 20 Aug 2019
HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion Prodromos Kolyvakis Alexandros Kalousis D. Kiritsis 54 44 0 14 Aug 2019
Snomed2Vec: Random Walk and Poincaré Embeddings of a Clinical Knowledge Base for Healthcare Analytics Khushbu Agarwal T. Eftimov Raghavendra Addanki Sutanay Choudhury S. Tamang R. Rallo 94 22 0 19 Jul 2019
An Empirical Study on Post-processing Methods for Word Embeddings Shuai Tang Mahta Mousavi V. D. Sa 62 6 0 27 May 2019
Hyperbolic Interaction Model For Hierarchical Multi-Label Classification Boli Chen Xin Huang Lin Xiao Zixin Cai L. Jing 94 67 0 26 May 2019
Hyperbolic Image Embeddings Valentin Khrulkov L. Mirvakhabova E. Ustinova Ivan Oseledets Victor Lempitsky 97 296 0 03 Apr 2019
Scalable Hyperbolic Recommender Systems B. Chamberlain Stephen R. Hardwick D. Wardrope Fabon Dzogang F. Daolio S. Vargas LRM 80 48 0 22 Feb 2019
Hyperbolic Embeddings for Learning Options in Hierarchical Reinforcement Learning Saket Tiwari M. Prannoy 64 2 0 04 Dec 2018
Poincaré GloVe: Hyperbolic Word Embeddings A. Tifrea Gary Bécigneul O. Ganea 75 289 0 15 Oct 2018
HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems Lucas Vinh Tran Yi Tay Shuai Zhang Gao Cong Xiaoli Li 90 124 0 05 Sep 2018
Skip-gram word embeddings in hyperbolic space Matthias Leimeister Benjamin J. Wilson 59 48 0 30 Aug 2018