Hyperbolic Entailment Cones for Learning Hierarchical Embeddings

3 April 2018

Papers citing "Hyperbolic Entailment Cones for Learning Hierarchical Embeddings"

50 / 135 papers shown

Title
Machine Unlearning in Hyperbolic vs. Euclidean Multimodal Contrastive Learning: Adapting Alignment Calibration to MERU Àlex Pujol Vidal Sergio Escalera Kamal Nasrollahi T. Moeslund MU 64 0 0 19 Mar 2025
Hyperbolic Safety-Aware Vision-Language Models Tobia Poppi Tejaswi Kasarla Pascal Mettes Lorenzo Baraldi Rita Cucchiara VLM MU 61 0 0 15 Mar 2025
Low-distortion and GPU-compatible Tree Embeddings in Hyperbolic Space Max van Spengler Pascal Mettes 64 0 0 24 Feb 2025
Adversarial Attacks on Hyperbolic Networks Max van Spengler Jan Zahálka Pascal Mettes AAML OOD 94 0 0 02 Dec 2024
Klein Model for Hyperbolic Neural Networks Yidan Mao Jing Gu Marcus C. Werner Dongmian Zou 24 0 0 22 Oct 2024
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 48 5 0 09 Oct 2024
Hyperbolic Fine-tuning for Large Language Models Menglin Yang Aosong Feng Bo Xiong Jihong Liu Irwin King Rex Ying 23 1 0 05 Oct 2024
A Fashion Item Recommendation Model in Hyperbolic Space Ryotaro Shimizu Yu Wang Masanari Kimura Yuki Hirakawa Takashi Wada Yuki Saito Julian McAuley 32 3 0 04 Sep 2024
A Geometry-Aware Algorithm to Learn Hierarchical Embeddings in Hyperbolic Space Zhangyu Wang Lantian Xu Zhifeng Kong Weilong Wang Xuyu Peng Enyang Zheng 34 0 0 23 Jul 2024
Emergent Visual-Semantic Hierarchies in Image-Text Representations Morris Alper Hadar Averbuch-Elor VLM 37 7 0 11 Jul 2024
Ontology Embedding: A Survey of Methods, Applications and Resources Jiaoyan Chen Olga Mashkova Fernando Zhapa-Camacho R. Hoehndorf Yuan He Ian Horrocks 50 4 0 16 Jun 2024
Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE Jiaxu Liu Xinping Yi Sihao Wu Xiangyu Yin Tianle Zhang Xiaowei Huang Shi Jin 40 0 0 03 Jun 2024
The Geometry of Categorical and Hierarchical Concepts in Large Language Models Kiho Park Yo Joong Choe Yibo Jiang Victor Veitch 50 26 0 03 Jun 2024
Learning Visual-Semantic Subspace Representations Gabriel Moreira Alexander Hauptmann Manuel Marques João Paulo Costeira NAI 31 0 0 25 May 2024
HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts Wonjae Kim Sanghyuk Chun Taekyung Kim Dongyoon Han Sangdoo Yun 44 7 0 26 Apr 2024
Binder: Hierarchical Concept Representation through Order Embedding of Binary Vectors Croix Gyurek Niloy Talukder Mohammad A. Hasan 28 2 0 16 Apr 2024
Hyperbolic Learning with Synthetic Captions for Open-World Detection Fanjie Kong Yanbei Chen Jiarui Cai Davide Modolo VLM ObjD 31 7 0 07 Apr 2024
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes Shreenaga Chikoti Shrey Mehta Ashutosh Modi 31 1 0 06 Apr 2024
Ontology Completion with Natural Language Inference and Concept Embeddings: An Analysis Na Li Thomas Bailleux Zied Bouraoui Steven Schockaert 34 3 0 25 Mar 2024
Hyperbolic Metric Learning for Visual Outlier Detection Alvaro Gonzalez-Jimenez Simone Lionetti Dena Bazazian Philippe Gottfrois Fabian Gröger Marc Pouly Alexander A. Navarini 59 1 0 22 Mar 2024
Tempered Calculus for ML: Application to Hyperbolic Model Embedding Richard Nock Ehsan Amid Frank Nielsen Alexander Soen Manfred K. Warmuth 32 0 0 06 Feb 2024
Language Models as Hierarchy Encoders Yuan He Moy Yuan Jiaoyan Chen Ian Horrocks 21 9 0 21 Jan 2024
Normed Spaces for Graph Embedding Diaaeldin Taha Wei-Ye Zhao J. M. Riestenberg Michael Strube 50 1 0 03 Dec 2023
Fast hyperboloid decision tree algorithms Philippe Chlenski Ethan Turok A. Moretti I. Pe’er 29 4 0 20 Oct 2023
Curve Your Attention: Mixed-Curvature Transformers for Graph Representation Learning Sungjun Cho Seunghyuk Cho Sungwoo Park Hankook Lee Ho Hin Lee Moontae Lee 32 6 0 08 Sep 2023
Hyperbolic Random Forests Lars Doorenbos Pablo Márquez-Neila Raphael Sznitman Pascal Mettes 18 5 0 25 Aug 2023
Capacity Bounds for Hyperbolic Neural Network Representations of Latent Tree Structures Anastasis Kratsios Rui Hong Haitz Sáez de Ocáriz Borde 29 4 0 18 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 38 11 0 26 Jul 2023
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs Zijie Huang Daheng Wang Binxuan Huang Chenwei Zhang Jingbo Shang ... Zhengyang Wang Xian Li Christos Faloutsos Yizhou Sun Wei Wang 15 10 0 04 Jul 2023
HypLL: The Hyperbolic Learning Library Max van Spengler Philipp Wirth Pascal Mettes AI4CE 13 5 0 09 Jun 2023
Answering Compositional Queries with Set-Theoretic Embeddings S. Dasgupta Andrew McCallum Steffen Rendle Li Zhang CoGe 22 0 0 07 Jun 2023
Coneheads: Hierarchy Aware Attention Albert Tseng Tao Yu Toni J.B. Liu Chris De Sa 3DPC 17 5 0 01 Jun 2023
Learning Weakly Supervised Audio-Visual Violence Detection in Hyperbolic Space Xiaogang Peng Hao Wen Yikai Luo Xiao Zhou K. Yu Yigang Wang Zizhao Wu 25 10 0 30 May 2023
Shadow Cones: A Generalized Framework for Partial Order Embeddings Tao Yu Toni J.B. Liu Albert Tseng Christopher De Sa 19 0 0 24 May 2023
Tight and fast generalization error bound of graph embedding in metric space Atsushi Suzuki Atsushi Nitanda Taiji Suzuki Jing Wang Feng Tian Kenji Yamanishi 23 0 0 13 May 2023
Hyperbolic Deep Learning in Computer Vision: A Survey Pascal Mettes Mina Ghadimi Atigh Martin Keller-Ressel Jeffrey Gu Serena Yeung 36 38 0 11 May 2023
Rethinking Graph Lottery Tickets: Graph Sparsity Matters Bo Hui Jocelyn M Mora Adrian V. Dalca I. Aganj 42 22 0 03 May 2023
Geometric Relational Embeddings: A Survey Bo Xiong M. Nayyeri Ming Jin Yunjie He Michael Cochez Shirui Pan Steffen Staab 40 7 0 24 Apr 2023
Hyperbolic Image-Text Representations Karan Desai Maximilian Nickel Tanmay Rajpurohit Justin Johnson Ramakrishna Vedantam VLM 42 57 0 18 Apr 2023
From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding Yong-Lu Li Xiaoqian Wu Xinpeng Liu Zehao Wang Yiming Dou ... Junyi Zhang Yixing Li Jingru Tan Xudong Lu Cewu Lu 27 17 0 02 Apr 2023
Poincaré ResNet Max van Spengler E. Berkhout Pascal Mettes SSL 48 12 0 24 Mar 2023
Heterogeneous Social Event Detection via Hyperbolic Graph Representations Zitai Qiu Jia Wu Jian Yang Xing Su Charu C. Aggarwal 35 3 0 20 Feb 2023
Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space Xiran Fan Chun-Hao Yang B. Vemuri 30 7 0 14 Feb 2023
Hierarchical Explanations for Video Action Recognition Sadaf Gulshad Teng Long Nanne van Noord FAtt 26 6 0 01 Jan 2023
Hyperbolic Contrastive Learning for Visual Representations beyond Objects Songwei Ge Shlok Kumar Mishra Simon Kornblith Chun-Liang Li David Jacobs OCL SSL 19 51 0 01 Dec 2022
Improved Representation of Asymmetrical Distances with Interval Quasimetric Embeddings Tongzhou Wang Phillip Isola 27 7 0 28 Nov 2022
Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections Clément Bonet Laetitia Chapel Lucas Drumetz Nicolas Courty 16 14 0 18 Nov 2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces Jiahang Cao Jinyuan Fang Zaiqiao Meng Shangsong Liang 26 60 0 07 Nov 2022
Weisfeiler and Leman go Hyperbolic: Learning Distance Preserving Node Representations Giannis Nikolentzos Michail Chatzianastasis Michalis Vazirgiannis 21 7 0 04 Nov 2022
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding Yishi Xu Dongsheng Wang Bo Chen Ruiying Lu Zhibin Duan Mingyuan Zhou 44 20 0 16 Oct 2022