Hyperbolic Entailment Cones for Learning Hierarchical Embeddings

3 April 2018

Papers citing "Hyperbolic Entailment Cones for Learning Hierarchical Embeddings"

50 / 135 papers shown

Title
Deep Invertible Approximation of Topologically Rich Maps between Manifolds Michael Puthawala Matti Lassas Ivan Dokmanić Pekka Pankka Maarten V. de Hoop MedIm 26 0 0 02 Oct 2022
Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings Zhen Yu Toan N. Nguyen Y. Gal Lie Ju Shekhar S. Chandra Lei Zhang Paul Bonnington Victoria Mar Zhiyong Wang Z. Ge 24 15 0 13 Sep 2022
On the Learning and Learnability of Quasimetrics Tongzhou Wang Phillip Isola 10 8 0 30 Jun 2022
Cross-lingual Word Embeddings in Hyperbolic Space Chandni Saxena Mudit Chaudhary Helen Meng 11 3 0 04 May 2022
FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations Lingjie Mei Jiayuan Mao Ziqi Wang Chuang Gan J. Tenenbaum VLM 27 21 0 30 Mar 2022
Deep Hierarchical Semantic Segmentation Liulei Li Tianfei Zhou Wenguan Wang Jianwu Li Yi Yang SSeg 45 130 0 27 Mar 2022
Quantum Finite Automata and Quiver Algebras G. Jeffreys Siu-Cheong Lau 16 0 0 15 Mar 2022
Hyperbolic Image Segmentation Mina Ghadimi Atigh Julian Schoep Erman Acar Nanne van Noord Pascal Mettes 39 86 0 11 Mar 2022
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters Dongha Lee Jiaming Shen SeongKu Kang Susik Yoon Jiawei Han Hwanjo Yu 38 28 0 18 Jan 2022
Noncommutative Geometry of Computational Models and Uniformization for Framed Quiver Varieties G. Jeffreys Siu-Cheong Lau 14 3 0 15 Jan 2022
D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning Honglu Zhou Advith Chegu Samuel S. Sohn Zuohui Fu Gerard de Melo Mubbasir Kapadia 34 6 0 22 Dec 2021
Dynamically Stable Poincaré Embeddings for Neural Manifolds Jun Chen Yuang Liu Xiangrui Zhao Mengmeng Wang Yong-Jin Liu 21 0 0 21 Dec 2021
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision Dongha Lee Dongmin Hyun Jiawei Han Hwanjo Yu OOD 31 1 0 24 Nov 2021
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones Yushi Bai Rex Ying Hongyu Ren J. Leskovec 20 58 0 28 Oct 2021
ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs Zhanqiu Zhang Jie Wang Jiajun Chen Shuiwang Ji Feng Wu 33 118 0 26 Oct 2021
Extracting Event Temporal Relations via Hyperbolic Geometry Xingwei Tan Gabriele Pergola Yulan He 11 22 0 12 Sep 2021
Hyperbolic Busemann Learning with Ideal Prototypes Mina Ghadimi Atigh Martin Keller-Ressel Pascal Mettes 33 36 0 28 Jun 2021
Modelling Monotonic and Non-Monotonic Attribute Dependencies with Embeddings: A Theoretical Analysis Steven Schockaert 14 2 0 28 Jun 2021
Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings S. Dasgupta Michael Boratko Siddhartha Mishra Shriya Atmakuri Dhruvesh Patel Xiang Lorraine Li Andrew McCallum NAI 28 21 0 28 Jun 2021
Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path Lili Wang Chongyang Gao Chenghan Huang Ruibo Liu Weicheng Ma Soroush Vosoughi 15 25 0 18 Jun 2021
Directed Graph Embeddings in Pseudo-Riemannian Manifolds Aaron Sim Maciej Wiatrak Angus Brayne Páidí Creed Saee Paliwal 13 15 0 16 Jun 2021
Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach F. López Beatrice Pozzetti Steve J. Trettel Michael Strube Anna Wienhard 23 23 0 09 Jun 2021
Multi-modal Entity Alignment in Hyperbolic Space Haojie Guo Jiuyang Tang Weixin Zeng Xiang Zhao Li Liu 15 45 0 07 Jun 2021
Generalization Error Bound for Hyperbolic Ordinal Embedding Atsushi Suzuki Atsushi Nitanda Jing Wang Linchuan Xu M. Cavazza Kenji Yamanishi 19 10 0 21 May 2021
Unit Ball Model for Embedding Hierarchical Structures in the Complex Hyperbolic Space Huiru Xiao Caigao Jiang Yangqiu Song James Y. Zhang Junwu Xiong 27 1 0 09 May 2021
Distribution Matching for Machine Teaching Xiaofeng Cao Ivor W. Tsang 14 4 0 06 May 2021
Lorentzian Graph Convolutional Networks Yiding Zhang Xiao Wang C. Shi Nian Liu Guojie Song 29 96 0 15 Apr 2021
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning Xuelu Chen Michael Boratko Muhao Chen S. Dasgupta Xiang Lorraine Li Andrew McCallum 34 45 0 09 Apr 2021
HSR: Hyperbolic Social Recommender Anchen Li Bo Yang 26 19 0 15 Feb 2021
Supervised Tree-Wasserstein Distance Yuki Takezawa Ryoma Sato M. Yamada 16 12 0 27 Jan 2021
Understanding in Artificial Intelligence S. Maetschke D. M. Iraola Pieter Barnard Elaheh Shafieibavani Peter Zhong Ying Xu Antonio Jimeno Yepes ELM VLM 21 0 0 17 Jan 2021
Modeling Fine-Grained Entity Types with Box Embeddings Yasumasa Onoe Michael Boratko Andrew McCallum Greg Durrett OCL 40 67 0 02 Jan 2021
Learning the Predictability of the Future Dídac Surís Ruoshi Liu Carl Vondrick 24 71 0 01 Jan 2021
Aligning Hyperbolic Representations: an Optimal Transport-based approach Andrés Hoyos-Idrobo OT 22 8 0 02 Dec 2020
Unsupervised Embedding of Hierarchical Structure in Euclidean Space Jinyu Zhao Yi Hao Cyrus Rashtchian DRL 11 2 0 30 Oct 2020
Hierarchical Metadata-Aware Document Categorization under Weak Supervision Yu Zhang Xiusi Chen Yu Meng Jiawei Han 40 22 0 26 Oct 2020
When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models Changlong Yu Jialong Han Peifeng Wang Yangqiu Song Hongming Zhang Wilfred Ng Shuming Shi 6 13 0 10 Oct 2020
Improving Local Identifiability in Probabilistic Box Embeddings S. Dasgupta Michael Boratko Dongxu Zhang Luke Vilnis Xiang Lorraine Li Andrew McCallum 21 54 0 09 Oct 2020
Exploring Semantic Capacity of Terms Jie Huang Zilong Wang Kevin Chen-Chuan Chang Wen-mei W. Hwu Jinjun Xiong 9 3 0 05 Oct 2020
Causal Future Prediction in a Minkowski Space-Time Athanasios Vlontzos Henrique Bergallo Rocha Daniel Rueckert Bernhard Kainz CML 23 5 0 20 Aug 2020
Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding Yu Meng Yunyi Zhang Jiaxin Huang Yu Zhang Chao Zhang Jiawei Han 53 67 0 18 Jul 2020
Nested Subspace Arrangement for Representation of Relational Data Nozomi Hata S. Kaji Akihiro Yoshida Katsuki Fujisawa 25 3 0 04 Jul 2020
Geometry of Similarity Comparisons Puoya Tabaghi Jianhao Peng O. Milenkovic Ivan Dokmanić 17 5 0 17 Jun 2020
Hyperbolic Neural Networks++ Ryohei Shimizu Yusuke Mukuta Tatsuya Harada 22 0 0 15 Jun 2020
Hyperbolic Distance Matrices Puoya Tabaghi Ivan Dokmanić 6 28 0 18 May 2020
Hierarchical Image Classification using Entailment Cone Embeddings Ankit Dhall Anastasia Makarova O. Ganea Dario Pavllo Michael Greeff Andreas Krause 14 58 0 02 Apr 2020
Learning Representations For Images With Hierarchical Labels Ankit Dhall SSL 17 2 0 02 Apr 2020
Computationally Tractable Riemannian Manifolds for Graph Embeddings Calin Cruceru Gary Bécigneul O. Ganea 12 33 0 20 Feb 2020
Predicting event attendance exploring social influence Fatemeh Salehi Rizi Michael Granitzer GNN 11 7 0 16 Feb 2020
Hyperbolic Graph Attention Network Yiding Zhang Tianlin Li Xunqiang Jiang C. Shi Yanfang Ye GNN 21 129 0 06 Dec 2019