Hyperbolic Busemann Learning with Ideal Prototypes

28 June 2021

Papers citing "Hyperbolic Busemann Learning with Ideal Prototypes"

24 / 24 papers shown

Title
Low-distortion and GPU-compatible Tree Embeddings in Hyperbolic Space Max van Spengler Pascal Mettes 62 0 0 24 Feb 2025
A group-theoretic framework for machine learning in hyperbolic spaces Vladimir Jaćimović 39 0 0 12 Jan 2025
Adversarial Attacks on Hyperbolic Networks Max van Spengler Jan Zahálka Pascal Mettes AAML OOD 94 0 0 02 Dec 2024
Siamese networks for Poincaré embeddings and the reconstruction of evolutionary trees Ciro Carvallo Hernán Bocaccio G. Mindlin Pablo Groisman 26 0 0 09 Oct 2024
Learning Multi-Manifold Embedding for Out-Of-Distribution Detection Jeng-Lin Li Ming-Ching Chang Wei-Chao Chen OODD 48 1 0 19 Sep 2024
Hyp2Nav: Hyperbolic Planning and Curiosity for Crowd Navigation Guido Maria DÁmely di Melendugno Alessandro Flaborea Pascal Mettes Fabio Galasso 44 0 0 18 Jul 2024
Learning Visual-Semantic Subspace Representations Gabriel Moreira Alexander Hauptmann Manuel Marques João Paulo Costeira NAI 31 0 0 25 May 2024
Hyperspherical Classification with Dynamic Label-to-Prototype Assignment Mohammad Saeed Ebrahimi Saadabadi Ali Dabouei Sahar Rahimi Malakshan Nasser M. Nasrabadi 29 3 0 25 Mar 2024
Approximation Rates and VC-Dimension Bounds for (P)ReLU MLP Mixture of Experts Anastasis Kratsios Haitz Sáez de Ocáriz Borde Takashi Furuya Marc T. Law MoE 41 1 0 05 Feb 2024
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
A survey of manifold learning and its applications for multimedia Hannes Fassold 34 1 0 08 Sep 2023
Hyperbolic Random Forests Lars Doorenbos Pablo Márquez-Neila Raphael Sznitman Pascal Mettes 16 5 0 25 Aug 2023
HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning Xinting Liao Weiming Liu Chaochao Chen Pengyang Zhou Huabin Zhu Yanchao Tan Jun Wang Yue Qi FedML 22 11 0 26 Jul 2023
HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes A. Durrant Georgios Leontidis SSL 25 4 0 18 May 2023
Hyperbolic Deep Learning in Computer Vision: A Survey Pascal Mettes Mina Ghadimi Atigh Martin Keller-Ressel Jeffrey Gu Serena Yeung 28 38 0 11 May 2023
Hyperbolic Geometry in Computer Vision: A Survey Pengfei Fang Mehrtash Harandi Trung Le Dinh Q. Phung 22 4 0 21 Apr 2023
Exploring Data Geometry for Continual Learning Zhi Gao C. Xu Feng Li Yunde Jia Mehrtash Harandi Yuwei Wu CLL 21 9 0 08 Apr 2023
Poincaré ResNet Max van Spengler E. Berkhout Pascal Mettes SSL 48 12 0 24 Mar 2023
Hierarchical Explanations for Video Action Recognition Sadaf Gulshad Teng Long N. V. Noord FAtt 18 6 0 01 Jan 2023
Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections Clément Bonet Laetitia Chapel Lucas Drumetz Nicolas Courty 11 14 0 18 Nov 2022
Few-shot Classification with Hypersphere Modeling of Prototypes Ning Ding Yulin Chen Ganqu Cui Xiaobin Wang Haitao Zheng Zhiyuan Liu Pengjun Xie 20 8 0 10 Nov 2022
Maximum Class Separation as Inductive Bias in One Matrix Tejaswi Kasarla Gertjan J. Burghouts Max van Spengler Elise van der Pol Rita Cucchiara Pascal Mettes 26 22 0 17 Jun 2022
Hyperbolic Image Segmentation Mina Ghadimi Atigh Julian Schoep Erman Acar N. V. Noord Pascal Mettes 37 85 0 11 Mar 2022
Graph Geometry Interaction Learning Shichao Zhu Shirui Pan Chuan Zhou Jia Wu Yanan Cao Bin Wang 58 90 0 23 Oct 2020