From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering

1 October 2020

Papers citing "From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering"

48 / 48 papers shown

Title
Low-distortion and GPU-compatible Tree Embeddings in Hyperbolic Space Max van Spengler Pascal Mettes 62 0 0 24 Feb 2025
Predicate Hierarchies Improve Few-Shot State Classification Emily Jin Joy Hsu Jiajun Wu OffRL 77 0 0 18 Feb 2025
Wasserstein Spatial Depth F. Bachoc Alberto González Sanz Jean-Michel Loubes Yisha Yao 40 1 0 16 Nov 2024
Tree-Wasserstein Distance for High Dimensional Data with a Latent Feature Hierarchy Y. Lin Ronald R. Coifman Gal Mishne Ronen Talmon 40 2 0 28 Oct 2024
From Logits to Hierarchies: Hierarchical Clustering made Simple Emanuele Palumbo Moritz Vandenhirtz Alain Ryser Imant Daunhawer Julia E. Vogt 24 1 0 10 Oct 2024
$Fitting trees to $\ell_1$-hyperbolic distances$ Fitting trees to $\ell_1$ -hyperbolic distances Joon-Hyeok Yim Anna C. Gilbert 23 0 0 02 Sep 2024
Learning Visual-Semantic Subspace Representations Gabriel Moreira Alexander Hauptmann Manuel Marques João Paulo Costeira NAI 31 0 0 25 May 2024
LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering Li Sun Zhenhao Huang Hao Peng Yujie Wang Chunyang Liu Philip S. Yu GNN 45 11 0 20 May 2024
Tempered Calculus for ML: Application to Hyperbolic Model Embedding Richard Nock Ehsan Amid Frank Nielsen Alexander Soen Manfred K. Warmuth 27 0 0 06 Feb 2024
Levenshtein Distance Embedding with Poisson Regression for DNA Storage Xiang Wei Alan J.X. Guo Sihan Sun Mengyi Wei Wei Yu 12 2 0 13 Dec 2023
Normed Spaces for Graph Embedding Diaaeldin Taha Wei-Ye Zhao J. M. Riestenberg Michael Strube 45 1 0 03 Dec 2023
Fast hyperboloid decision tree algorithms Philippe Chlenski Ethan Turok A. Moretti I. Pe’er 21 4 0 20 Oct 2023
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests Somnath Basu Roy Chowdhury Nicholas Monath Ahmad Beirami Rahul Kidambi Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 34 2 0 17 Oct 2023
Cluster-based pruning techniques for audio data Boris Bergsma Marta Brzezinska O. Yazyev Milos Cernak 14 2 0 21 Sep 2023
Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin Gabriel Moreira Manuel Marques João Paulo Costeira Alexander Hauptmann 16 4 0 18 Sep 2023
Hyperbolic Random Forests Lars Doorenbos Pablo Márquez-Neila Raphael Sznitman Pascal Mettes 16 5 0 25 Aug 2023
Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls Saurav Prakash Jin Sima Chao Pan Eli Chien O. Milenkovic FedML 45 2 0 14 Aug 2023
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product Manifold Tuc Nguyen-Van Dung D. Le The-Anh Ta 38 1 0 10 Jul 2023
GeoPhy: Differentiable Phylogenetic Inference via Geometric Gradients of Tree Topologies Takahiro Mimori Michiaki Hamada 18 10 0 07 Jul 2023
Unsupervised Feature Learning with Emergent Data-Driven Prototypicality Yunhui Guo Youren Zhang Yubei Chen Stella X. Yu 15 2 0 04 Jul 2023
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift Luca Franco Paolo Mandica Konstantinos Kallidromitis Devin Guillory Yu-Teng Li Trevor Darrell Fabio Galasso 49 9 0 19 Jun 2023
Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation Learning Y. Lin Ronald R. Coifman Gal Mishne Ronen Talmon 18 14 0 30 May 2023
CEO: Corpus-based Open-Domain Event Ontology Induction Nan Xu Hongming Zhang Jianshu Chen 30 2 0 22 May 2023
Decoding Chinese phonemes from intracortical brain signals with hyperbolic-space neural representations Xianhan Tan Junming Zhu Jianmin Zhang Yueming Wang Yu Qi 6 1 0 15 May 2023
Hyperbolic Deep Learning in Computer Vision: A Survey Pascal Mettes Mina Ghadimi Atigh Martin Keller-Ressel Jeffrey Gu Serena Yeung 30 38 0 11 May 2023
SINCERE: Sequential Interaction Networks representation learning on Co-Evolving RiEmannian manifolds Junda Ye Zhongbao Zhang Li Sun Yang Yan Feiyang Wang Fuxin Ren 22 6 0 06 May 2023
Hyperbolic Geometry in Computer Vision: A Survey Pengfei Fang Mehrtash Harandi Trung Le Dinh Q. Phung 22 4 0 21 Apr 2023
Poincaré ResNet Max van Spengler E. Berkhout Pascal Mettes SSL 48 12 0 24 Mar 2023
HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations Luca Franco Paolo Mandica Bharti Munjal Fabio Galasso SSL 3DH 17 28 0 10 Mar 2023
HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization Sungyeon Kim Boseung Jung Suha Kwak 19 15 0 29 Dec 2022
Hyperbolic Audio Source Separation Darius Petermann G. Wichern Aswin Shanmugam Subramanian Jonathan Le Roux 19 10 0 09 Dec 2022
Bringing motion taxonomies to continuous domains via GPLVM on hyperbolic manifolds Noémie Jaquier Leonel Rozo Miguel González-Duque Viacheslav Borovitskiy Tamim Asfour 43 7 0 04 Oct 2022
Small Transformers Compute Universal Metric Embeddings Anastasis Kratsios Valentin Debarnot Ivan Dokmanić 56 11 0 14 Sep 2022
HyperAid: Denoising in hyperbolic spaces for tree-fitting and hierarchical clustering Eli Chien Puoya Tabaghi O. Milenkovic 16 4 0 19 May 2022
Contrastive Multi-view Hyperbolic Hierarchical Clustering Fang-Yu Lin Bing Bai Kun Bai Yazhou Ren Peng Zhao Zenglin Xu 15 32 0 05 May 2022
Cross-lingual Word Embeddings in Hyperbolic Space Chandni Saxena Mudit Chaudhary H. Meng 11 3 0 04 May 2022
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System Zhirong Xu Shiyang Wen Junshan Wang Guojun Liu Liang Wang ... Lei Ding Yan Zhang Di Zhang Jian Xu Bo Zheng 15 8 0 28 Mar 2022
Geometry-aware Bayesian Optimization in Robotics using Riemannian Matérn Kernels Noémie Jaquier Viacheslav Borovitskiy A. Smolensky Alexander Terenin Tamim Asfour Leonel Rozo 16 35 0 02 Nov 2021
Neural Distance Embeddings for Biological Sequences Gabriele Corso Rex Ying Michal Pándy Petar Velivcković J. Leskovec Pietro Lió 17 40 0 20 Sep 2021
Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach F. López Beatrice Pozzetti Steve J. Trettel Michael Strube Anna Wienhard 16 23 0 09 Jun 2021
HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections Ines Chami Albert Gu D. Nguyen Christopher Ré 14 45 0 07 Jun 2021
Generalization Error Bound for Hyperbolic Ordinal Embedding Atsushi Suzuki Atsushi Nitanda Jing Wang Linchuan Xu M. Cavazza Kenji Yamanishi 12 10 0 21 May 2021
Learning phylogenetic trees as hyperbolic point configurations Benjamin Wilson 3DPC 8 5 0 23 Apr 2021
Exact and Approximate Hierarchical Clustering Using A* Craig S. Greenberg S. Macaluso Nicholas Monath Kumar Avinava Dubey Patrick Flaherty Manzil Zaheer Amr Ahmed Kyle Cranmer Andrew McCallum 20 3 0 14 Apr 2021
A Hyperbolic-to-Hyperbolic Graph Convolutional Network Jindou Dai Yuwei Wu Zhi Gao Yunde Jia 24 77 0 14 Apr 2021
Switch Spaces: Learning Product Spaces with Sparse Gating Shuai Zhang Yi Tay Wenqi Jiang Da-Cheng Juan Ce Zhang 49 7 0 17 Feb 2021
Supervised Tree-Wasserstein Distance Yuki Takezawa Ryoma Sato M. Yamada 11 12 0 27 Jan 2021
Unsupervised Embedding of Hierarchical Structure in Euclidean Space Jinyu Zhao Yi Hao Cyrus Rashtchian DRL 11 2 0 30 Oct 2020