Ontology-guided Semantic Composition for Zero-Shot Learning

Ontology-guided Semantic Composition for Zero-Shot Learning

30 June 2020

Huajun Chen

Papers citing "Ontology-guided Semantic Composition for Zero-Shot Learning"

17 / 17 papers shown

Title
Ontology Embedding: A Survey of Methods, Applications and Resources Jiaoyan Chen Olga Mashkova Fernando Zhapa-Camacho Robert Hoehndorf Yuan He Ian Horrocks 69 6 0 16 Jun 2024
Generative Adversarial Zero-shot Learning via Knowledge Graphs Yuxia Geng Jiaoyan Chen Zhuo Chen Zhiquan Ye Zonggang Yuan Yantao Jia Huajun Chen VLM GAN 33 7 0 07 Apr 2020
Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Pengda Qin Xin Eric Wang Wenhu Chen Chunyun Zhang Weiran Xu William Yang Wang GAN 31 82 0 08 Jan 2020
Compositional Generalization in Image Captioning Mitja Nikolaus Mostafa Abdou Matthew Lamm Rahul Aralikatte Desmond Elliott CoGe 34 49 0 10 Sep 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 160 3,659 0 06 Aug 2019
OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge Kenneth Marino Mohammad Rastegari Ali Farhadi Roozbeh Mottaghi 35 1,050 0 31 May 2019
EL Embeddings: Geometric construction of models for the Description Logic EL ++ Maxat Kulmanov Wang Liu-Wei Yuan Yan Robert Hoehndorf 31 107 0 27 Feb 2019
Knowledge-based Transfer Learning Explanation Jiaoyan Chen Freddy Lecue Jeff Z. Pan Ian Horrocks Huajun Chen 25 42 0 22 Jul 2018
Rethinking Knowledge Graph Propagation for Zero-Shot Learning Michael C. Kampffmeyer Yinbo Chen Xiaodan Liang Hao Wang Yujia Zhang Eric Xing 108 305 0 29 May 2018
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs Xinyu Wang Yufei Ye Abhinav Gupta 114 586 0 21 Mar 2018
Visual Question Answering as a Meta Learning Task Damien Teney Anton Van Den Hengel OOD 44 42 0 22 Nov 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 104 1,554 0 03 Jul 2017
Semantic Autoencoder for Zero-Shot Learning Elyor Kodirov Tao Xiang S. Gong VLM 57 822 0 26 Apr 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 101 2,874 0 12 Dec 2016
Latent Embeddings for Zero-shot Classification Yongqin Xian Zeynep Akata Gaurav Sharma Quynh N. Nguyen Matthias Hein Bernt Schiele BDL 25 717 0 29 Mar 2016
Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions Jimmy Ba Kevin Swersky Sanja Fidler Ruslan Salakhutdinov VLM 54 436 0 01 Jun 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 192 33,445 0 16 Oct 2013