IBMEA: Exploring Variational Information Bottleneck for Multi-modal
Entity Alignment

IBMEA: Exploring Variational Information Bottleneck for Multi-modal Entity Alignment

27 July 2024

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Papers citing "IBMEA: Exploring Variational Information Bottleneck for Multi-modal Entity Alignment"

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Title
Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective Taoyu Su Shuaiyi Nie Duohe Ma Xiaodong Li Juwei Yue Mengxiao Song Yingkai Tang Tingwen Liu 181 0 0 28 Apr 2025
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment Zhuo Chen Lingbing Guo Yin Fang Yichi Zhang Jiaoyan Chen Jeff Z. Pan Yongqian Li Hua-zeng Chen Wen Zhang 74 28 0 30 Jul 2023
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 100 123 0 12 Dec 2022
Visual Pivoting for (Unsupervised) Entity Alignment Fangyu Liu Muhao Chen Dan Roth Nigel Collier OCL 83 123 0 28 Sep 2020
TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs Zequn Sun Jiacheng Huang Wei Hu Muhao Chen Lingbing Guo Yuzhong Qu 75 134 0 22 Apr 2020
Shortcut Learning in Deep Neural Networks Robert Geirhos J. Jacobsen Claudio Michaelis R. Zemel Wieland Brendel Matthias Bethge Felix Wichmann 221 2,061 0 16 Apr 2020
A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses Malik Boudiaf Jérôme Rony Imtiaz Masud Ziko Eric Granger M. Pedersoli Pablo Piantanida Ismail Ben Ayed SSL 89 160 0 19 Mar 2020
Aligning Cross-Lingual Entities with Multi-Aspect Information Hsiu-Wei Yang Yanyan Zou Peng Shi Wei Lu Jimmy J. Lin Xu Sun 82 147 0 15 Oct 2019
MMKG: Multi-Modal Knowledge Graphs Ye Liu Hui Li Alberto García-Durán Mathias Niepert Daniel Oñoro-Rubio David S. Rosenblum 76 205 0 13 Mar 2019
Deep Graph Infomax Petar Velickovic W. Fedus William L. Hamilton Pietro Lio Yoshua Bengio R. Devon Hjelm GNN 130 2,399 0 27 Sep 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 484 20,265 0 30 Oct 2017
Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding Zequn Sun Wei Hu Chengkai Li 80 438 0 16 Aug 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 679 29,183 0 09 Sep 2016
Deep Learning and the Information Bottleneck Principle Naftali Tishby Noga Zaslavsky DRL 220 1,595 0 09 Mar 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,529 0 04 Sep 2014